In this project, you'll use generative adversarial networks to generate new images of faces.
You'll be using two datasets in this project:
Since the celebA dataset is complex and you're doing GANs in a project for the first time, we want you to test your neural network on MNIST before CelebA. Running the GANs on MNIST will allow you to see how well your model trains sooner.
If you're using FloydHub, set data_dir to "/input" and use the FloydHub data ID "R5KrjnANiKVhLWAkpXhNBe".
data_dir = './data'
# FloydHub - Use with data ID "R5KrjnANiKVhLWAkpXhNBe"
#data_dir = '/input'
"""
DON'T MODIFY ANYTHING IN THIS CELL
"""
import helper
helper.download_extract('mnist', data_dir)
helper.download_extract('celeba', data_dir)
Found mnist Data Found celeba Data
show_n_images = 25
"""
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"""
%matplotlib inline
import os
from glob import glob
from matplotlib import pyplot
mnist_images = helper.get_batch(glob(os.path.join(data_dir, 'mnist/*.jpg'))[:show_n_images], 28, 28, 'L')
pyplot.imshow(helper.images_square_grid(mnist_images, 'L'), cmap='gray')
<matplotlib.image.AxesImage at 0x15c39cf3d30>
The CelebFaces Attributes Dataset (CelebA) dataset contains over 200,000 celebrity images with annotations. Since you're going to be generating faces, you won't need the annotations. You can view the first number of examples by changing show_n_images.
show_n_images = 25
"""
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"""
mnist_images = helper.get_batch(glob(os.path.join(data_dir, 'img_align_celeba/*.jpg'))[:show_n_images], 28, 28, 'RGB')
pyplot.imshow(helper.images_square_grid(mnist_images, 'RGB'))
<matplotlib.image.AxesImage at 0x15c39df83c8>
Since the project's main focus is on building the GANs, we'll preprocess the data for you. The values of the MNIST and CelebA dataset will be in the range of -0.5 to 0.5 of 28x28 dimensional images. The CelebA images will be cropped to remove parts of the image that don't include a face, then resized down to 28x28.
The MNIST images are black and white images with a single color channel while the CelebA images have 3 color channels (RGB color channel).
You'll build the components necessary to build a GANs by implementing the following functions below:
model_inputsdiscriminatorgeneratormodel_lossmodel_opttrainThis will check to make sure you have the correct version of TensorFlow and access to a GPU
"""
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"""
from distutils.version import LooseVersion
import warnings
import tensorflow as tf
# Check TensorFlow Version
assert LooseVersion(tf.__version__) >= LooseVersion('1.0'), 'Please use TensorFlow version 1.0 or newer. You are using {}'.format(tf.__version__)
print('TensorFlow Version: {}'.format(tf.__version__))
# Check for a GPU
if not tf.test.gpu_device_name():
warnings.warn('No GPU found. Please use a GPU to train your neural network.')
else:
print('Default GPU Device: {}'.format(tf.test.gpu_device_name()))
C:\Users\deepai\Anaconda3\envs\u2\lib\site-packages\h5py\__init__.py:36: FutureWarning: Conversion of the second argument of issubdtype from `float` to `np.floating` is deprecated. In future, it will be treated as `np.float64 == np.dtype(float).type`. from ._conv import register_converters as _register_converters
TensorFlow Version: 1.8.0 Default GPU Device: /device:GPU:0
Implement the model_inputs function to create TF Placeholders for the Neural Network. It should create the following placeholders:
image_width, image_height, and image_channels.z_dim.Return the placeholders in the following the tuple (tensor of real input images, tensor of z data)
import problem_unittests as tests
def model_inputs(image_width, image_height, image_channels, z_dim):
"""
Create the model inputs
:param image_width: The input image width
:param image_height: The input image height
:param image_channels: The number of image channels
:param z_dim: The dimension of Z
:return: Tuple of (tensor of real input images, tensor of z data, learning rate)
"""
# TODO: Implement Function
real_input_images = tf.placeholder(tf.float32, [None, image_width,image_height,image_channels])
tensor_of_z_data = tf.placeholder(tf.float32,[None, z_dim])
learning_rate = tf.placeholder(tf.float32)
return real_input_images, tensor_of_z_data, learning_rate
"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
tests.test_model_inputs(model_inputs)
Tests Passed
Implement discriminator to create a discriminator neural network that discriminates on images. This function should be able to reuse the variables in the neural network. Use tf.variable_scope with a scope name of "discriminator" to allow the variables to be reused. The function should return a tuple of (tensor output of the discriminator, tensor logits of the discriminator).
def discriminator(images, reuse=False):
"""
Create the discriminator network
:param images: Tensor of input image(s)
:param reuse: Boolean if the weights should be reused
:return: Tuple of (tensor output of the discriminator, tensor logits of the discriminator)
"""
# TODO: Implement Function
#print("rimages", images.shape, "rreuse", reuse)
with tf.variable_scope("discriminator", reuse=reuse):
# rconv1 (?, 14, 14, 64)
# rconv2 (?, 7, 7, 128)
# rconv3 (?, 4, 4, 256)
# rlogits (?, 1)
alpha = 0.1
rconv1 = tf.layers.conv2d(images,64,3,strides=2,padding='same')
rconv1 = tf.nn.leaky_relu(rconv1)
#print("rconv1", rconv1.shape)
rconv2 = tf.layers.conv2d(rconv1,128,3,strides=2,padding='same')
rconv2 = tf.layers.batch_normalization(rconv2,training=True)
rconv2 = tf.nn.leaky_relu(rconv2)
#print("rconv2", rconv2.shape)
rconv3 = tf.layers.conv2d(rconv2,256,2,strides=2,padding='same')
rconv3 = tf.layers.batch_normalization(rconv3,training=True)
rconv3 = tf.nn.leaky_relu(rconv3)
#print("rconv3", rconv3.shape)
rflattened = tf.reshape(rconv3,(-1,4*4*256))
rlogits = tf.layers.dense(rflattened,1)
rlogits = tf.layers.dropout(rlogits, rate=0.3)
#print("rlogits", rlogits.shape)
routput = tf.nn.sigmoid(rlogits)
#print("output ", output.shape, "logits ",logits.shape)
return routput, rlogits
"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
tests.test_discriminator(discriminator, tf)
Tests Passed
Implement generator to generate an image using z. This function should be able to reuse the variables in the neural network. Use tf.variable_scope with a scope name of "generator" to allow the variables to be reused. The function should return the generated 28 x 28 x out_channel_dim images.
def generator(z, out_channel_dim, is_train=True):
"""
Create the generator network
:param z: Input z
:param out_channel_dim: The number of channels in the output image
:param is_train: Boolean if generator is being used for training
:return: The tensor output of the generator
"""
# TODO: Implement Function
#print("z", z.shape,"zout_channel_dim", out_channel_dim, "zis_train", is_train)
with tf.variable_scope("generator", reuse=not is_train):
# z (?, 100) out_channel_dim 5 is_train True
# dense1 (?, 7, 7, 256)
# zconv1 (?, 7, 7, 256)
# zconv2 (?, 14, 14, 128)
# zconv3 (?, 28, 28, 64)
# logits (?, 28, 28, 5)
alpha = 0.1
zdense1 = tf.layers.dense(z,7*7*256)
zdense1 = tf.reshape(zdense1,(-1,7,7,256))
#print("zdense1", zdense1.shape)
zconv1 = zdense1
zconv1 = tf.layers.batch_normalization(zconv1,training = is_train)
zconv1 = tf.nn.leaky_relu(zconv1)
#print("zconv1", zconv1.shape)
zconv2 = tf.layers.conv2d_transpose(zconv1,128,3,strides=2,padding='same')
zconv2 = tf.layers.batch_normalization(zconv2,training=is_train)
zconv2 = tf.nn.leaky_relu(zconv2)
#print("zconv2", zconv2.shape)
zconv3 = tf.layers.conv2d_transpose(zconv2,64,3,strides=2,padding='same')
zconv3 = tf.layers.batch_normalization(zconv3,training = is_train)
zconv3 = tf.nn.leaky_relu(zconv3)
#print("zconv3", zconv3.shape)
zlogits = tf.layers.conv2d_transpose(zconv3,out_channel_dim,3,strides=1,padding='same')
#print("zlogits", zlogits.shape)
zout = tf.tanh(zlogits)
return zout
"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
tests.test_generator(generator, tf)
Tests Passed
Implement model_loss to build the GANs for training and calculate the loss. The function should return a tuple of (discriminator loss, generator loss). Use the following functions you implemented:
discriminator(images, reuse=False)generator(z, out_channel_dim, is_train=True)def model_loss(input_real, input_z, out_channel_dim):
"""
Get the loss for the discriminator and generator
:param input_real: Images from the real dataset
:param input_z: Z input
:param out_channel_dim: The number of channels in the output image
:return: A tuple of (discriminator loss, generator loss)
"""
# TODO: Implement Function
smooth = 0.1
g_model = generator(input_z, out_channel_dim, is_train=True)
d_model_real, d_logits_real = discriminator(input_real)
d_model_fake, d_logits_fake = discriminator(g_model, reuse=True)
d_loss_real = tf.reduce_mean(
tf.nn.sigmoid_cross_entropy_with_logits(logits=d_logits_real, labels=tf.ones_like(d_model_real) * (1 - smooth)))
d_loss_fake = tf.reduce_mean(
tf.nn.sigmoid_cross_entropy_with_logits(logits=d_logits_fake, labels=tf.zeros_like(d_model_fake)))
g_loss = tf.reduce_mean(
tf.nn.sigmoid_cross_entropy_with_logits(logits=d_logits_fake, labels=tf.ones_like(d_model_fake)))
d_loss = d_loss_real + d_loss_fake
return d_loss, g_loss
"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
tests.test_model_loss(model_loss)
Tests Passed
Implement model_opt to create the optimization operations for the GANs. Use tf.trainable_variables to get all the trainable variables. Filter the variables with names that are in the discriminator and generator scope names. The function should return a tuple of (discriminator training operation, generator training operation).
def model_opt(d_loss, g_loss, learning_rate, beta1):
"""
Get optimization operations
:param d_loss: Discriminator loss Tensor
:param g_loss: Generator loss Tensor
:param learning_rate: Learning Rate Placeholder
:param beta1: The exponential decay rate for the 1st moment in the optimizer
:return: A tuple of (discriminator training operation, generator training operation)
"""
# TODO: Implement Function
t_vars = tf.trainable_variables()
d_vars = [var for var in t_vars if var.name.startswith('discriminator')]
g_vars = [var for var in t_vars if var.name.startswith('generator')]
update_ops = tf.get_collection(tf.GraphKeys.UPDATE_OPS)
d_updates = [opt for opt in update_ops if opt.name.startswith('discriminator')]
g_updates = [opt for opt in update_ops if opt.name.startswith('generator')]
with tf.control_dependencies(d_updates):
d_opt = tf.train.AdamOptimizer(learning_rate=learning_rate, beta1=beta1).minimize(d_loss, var_list=d_vars)
with tf.control_dependencies(g_updates):
g_opt = tf.train.AdamOptimizer(learning_rate=learning_rate, beta1=beta1).minimize(g_loss, var_list=g_vars)
return d_opt, g_opt
"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
tests.test_model_opt(model_opt, tf)
Tests Passed
"""
DON'T MODIFY ANYTHING IN THIS CELL
"""
import numpy as np
def show_generator_output(sess, n_images, input_z, out_channel_dim, image_mode):
"""
Show example output for the generator
:param sess: TensorFlow session
:param n_images: Number of Images to display
:param input_z: Input Z Tensor
:param out_channel_dim: The number of channels in the output image
:param image_mode: The mode to use for images ("RGB" or "L")
"""
cmap = None if image_mode == 'RGB' else 'gray'
z_dim = input_z.get_shape().as_list()[-1]
example_z = np.random.uniform(-1, 1, size=[n_images, z_dim])
samples = sess.run(
generator(input_z, out_channel_dim, False),
feed_dict={input_z: example_z})
images_grid = helper.images_square_grid(samples, image_mode)
pyplot.imshow(images_grid, cmap=cmap)
pyplot.show()
Implement train to build and train the GANs. Use the following functions you implemented:
model_inputs(image_width, image_height, image_channels, z_dim)model_loss(input_real, input_z, out_channel_dim)model_opt(d_loss, g_loss, learning_rate, beta1)Use the show_generator_output to show generator output while you train. Running show_generator_output for every batch will drastically increase training time and increase the size of the notebook. It's recommended to print the generator output every 100 batches.
def train(epoch_count, batch_size, z_dim, learning_rate, beta1, get_batches, data_shape, data_image_mode):
"""
Train the GAN
:param epoch_count: Number of epochs
:param batch_size: Batch Size
:param z_dim: Z dimension
:param learning_rate: Learning Rate
:param beta1: The exponential decay rate for the 1st moment in the optimizer
:param get_batches: Function to get batches
:param data_shape: Shape of the data
:param data_image_mode: The image mode to use for images ("RGB" or "L")
"""
# TODO: Build Model
print_every=10
show_every=200
losses = []
n_images_to_show=20
real_inputs, fake_inputs, lr_tensor = model_inputs(data_shape[1], data_shape[2], data_shape[3], z_dim)
d_loss, g_loss = model_loss(real_inputs, fake_inputs, data_shape[3])
d_opt, g_opt = model_opt(d_loss, g_loss, learning_rate, beta1)
with tf.Session() as sess:
sess.run(tf.global_variables_initializer())
n_steps=sum(1 for x in get_batches(batch_size))
for counter_epoch in range(epoch_count):
print("STARTING epoch:",counter_epoch,", steps:", n_steps, "........")
for step, img_batch_real in enumerate(get_batches(batch_size)):
img_batch_real = img_batch_real*2.0
# G:random noise
img_batch_fake = np.random.uniform(-1, 1, size=(batch_size, z_dim))
# Run optimizers
sess.run(d_opt, feed_dict={real_inputs: img_batch_real,
fake_inputs: img_batch_fake,
lr_tensor: learning_rate})
sess.run(g_opt, feed_dict={real_inputs: img_batch_real,
fake_inputs: img_batch_fake,
lr_tensor: learning_rate})
if step % print_every == 0:
percent_step = (step / n_steps)*100
# At the end of each epoch, get the losses and print them out
train_loss_d = d_loss.eval({real_inputs: img_batch_real, fake_inputs: img_batch_fake})
train_loss_g = g_loss.eval({fake_inputs: img_batch_fake})
#run it twice http://bamos.github.io/2016/08/09/deep-completion/
train_loss_g = g_loss.eval({fake_inputs: img_batch_fake})
print("Epoch {}/{}...progress:{:.2f}%....step:{}/{}...".format(counter_epoch+1, epochs, percent_step, step,n_steps),
"Discriminator Loss: {:.4f}...".format(train_loss_d),
"Generator Loss: {:.4f}".format(train_loss_g))
# Save losses to view after training
losses.append((train_loss_d, train_loss_g))
if step % show_every == 0:
show_generator_output(sess, n_images_to_show, fake_inputs, data_shape[3], data_image_mode)
show_generator_output(sess, n_images_to_show, fake_inputs, data_shape[3], data_image_mode)
print("Last train discriminator Loss: {:.4f}\nLast train generator Loss: {:.4f}".format(losses[-1][0], losses[-1][1]))
Test your GANs architecture on MNIST. After 2 epochs, the GANs should be able to generate images that look like handwritten digits. Make sure the loss of the generator is lower than the loss of the discriminator or close to 0.
batch_size = 64
z_dim = 200
learning_rate = 0.0005
beta1 = 0.1
#epochs = 25
"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
epochs = 25
mnist_dataset = helper.Dataset('mnist', glob(os.path.join(data_dir, 'mnist/*.jpg')))
with tf.Graph().as_default():
train(epochs, batch_size, z_dim, learning_rate, beta1, mnist_dataset.get_batches,
mnist_dataset.shape, mnist_dataset.image_mode)
STARTING epoch: 0 , steps: 937 ........ Epoch 1/25...progress:0.00%....step:0/937... Discriminator Loss: 5.6959... Generator Loss: 0.0080
Epoch 1/25...progress:1.07%....step:10/937... Discriminator Loss: 3.3735... Generator Loss: 0.0676 Epoch 1/25...progress:2.13%....step:20/937... Discriminator Loss: 3.6612... Generator Loss: 0.0401 Epoch 1/25...progress:3.20%....step:30/937... Discriminator Loss: 2.5097... Generator Loss: 0.1376 Epoch 1/25...progress:4.27%....step:40/937... Discriminator Loss: 2.2156... Generator Loss: 0.1899 Epoch 1/25...progress:5.34%....step:50/937... Discriminator Loss: 2.0229... Generator Loss: 0.2477 Epoch 1/25...progress:6.40%....step:60/937... Discriminator Loss: 1.9186... Generator Loss: 0.2745 Epoch 1/25...progress:7.47%....step:70/937... Discriminator Loss: 2.0419... Generator Loss: 0.2259 Epoch 1/25...progress:8.54%....step:80/937... Discriminator Loss: 1.6845... Generator Loss: 0.3639 Epoch 1/25...progress:9.61%....step:90/937... Discriminator Loss: 1.9078... Generator Loss: 0.2769 Epoch 1/25...progress:10.67%....step:100/937... Discriminator Loss: 1.4096... Generator Loss: 0.6966 Epoch 1/25...progress:11.74%....step:110/937... Discriminator Loss: 1.3565... Generator Loss: 1.1402 Epoch 1/25...progress:12.81%....step:120/937... Discriminator Loss: 1.4128... Generator Loss: 0.6194 Epoch 1/25...progress:13.87%....step:130/937... Discriminator Loss: 1.4459... Generator Loss: 0.5736 Epoch 1/25...progress:14.94%....step:140/937... Discriminator Loss: 1.6847... Generator Loss: 0.3360 Epoch 1/25...progress:16.01%....step:150/937... Discriminator Loss: 1.5289... Generator Loss: 0.4594 Epoch 1/25...progress:17.08%....step:160/937... Discriminator Loss: 1.4220... Generator Loss: 0.5226 Epoch 1/25...progress:18.14%....step:170/937... Discriminator Loss: 1.7239... Generator Loss: 0.3301 Epoch 1/25...progress:19.21%....step:180/937... Discriminator Loss: 1.4400... Generator Loss: 0.4541 Epoch 1/25...progress:20.28%....step:190/937... Discriminator Loss: 1.2653... Generator Loss: 0.6670 Epoch 1/25...progress:21.34%....step:200/937... Discriminator Loss: 1.2651... Generator Loss: 1.4274
Epoch 1/25...progress:22.41%....step:210/937... Discriminator Loss: 1.1326... Generator Loss: 1.0597 Epoch 1/25...progress:23.48%....step:220/937... Discriminator Loss: 1.4462... Generator Loss: 1.2798 Epoch 1/25...progress:24.55%....step:230/937... Discriminator Loss: 1.2068... Generator Loss: 1.3516 Epoch 1/25...progress:25.61%....step:240/937... Discriminator Loss: 1.2249... Generator Loss: 1.2480 Epoch 1/25...progress:26.68%....step:250/937... Discriminator Loss: 1.2182... Generator Loss: 0.8471 Epoch 1/25...progress:27.75%....step:260/937... Discriminator Loss: 1.1555... Generator Loss: 1.3633 Epoch 1/25...progress:28.82%....step:270/937... Discriminator Loss: 1.2213... Generator Loss: 1.0607 Epoch 1/25...progress:29.88%....step:280/937... Discriminator Loss: 1.2657... Generator Loss: 1.5607 Epoch 1/25...progress:30.95%....step:290/937... Discriminator Loss: 1.1959... Generator Loss: 1.4690 Epoch 1/25...progress:32.02%....step:300/937... Discriminator Loss: 1.1427... Generator Loss: 0.9956 Epoch 1/25...progress:33.08%....step:310/937... Discriminator Loss: 1.2805... Generator Loss: 1.2389 Epoch 1/25...progress:34.15%....step:320/937... Discriminator Loss: 1.2677... Generator Loss: 1.1005 Epoch 1/25...progress:35.22%....step:330/937... Discriminator Loss: 1.3308... Generator Loss: 0.7009 Epoch 1/25...progress:36.29%....step:340/937... Discriminator Loss: 1.8115... Generator Loss: 0.2875 Epoch 1/25...progress:37.35%....step:350/937... Discriminator Loss: 1.2943... Generator Loss: 0.6457 Epoch 1/25...progress:38.42%....step:360/937... Discriminator Loss: 1.3196... Generator Loss: 1.0956 Epoch 1/25...progress:39.49%....step:370/937... Discriminator Loss: 1.2558... Generator Loss: 1.0755 Epoch 1/25...progress:40.55%....step:380/937... Discriminator Loss: 1.0546... Generator Loss: 1.2528 Epoch 1/25...progress:41.62%....step:390/937... Discriminator Loss: 1.3208... Generator Loss: 1.1179 Epoch 1/25...progress:42.69%....step:400/937... Discriminator Loss: 1.3622... Generator Loss: 0.9004
Epoch 1/25...progress:43.76%....step:410/937... Discriminator Loss: 1.1957... Generator Loss: 0.9969 Epoch 1/25...progress:44.82%....step:420/937... Discriminator Loss: 1.2030... Generator Loss: 0.9835 Epoch 1/25...progress:45.89%....step:430/937... Discriminator Loss: 1.3444... Generator Loss: 0.8093 Epoch 1/25...progress:46.96%....step:440/937... Discriminator Loss: 1.2898... Generator Loss: 1.4431 Epoch 1/25...progress:48.03%....step:450/937... Discriminator Loss: 1.5418... Generator Loss: 0.4208 Epoch 1/25...progress:49.09%....step:460/937... Discriminator Loss: 1.6447... Generator Loss: 0.3540 Epoch 1/25...progress:50.16%....step:470/937... Discriminator Loss: 1.8748... Generator Loss: 0.2920 Epoch 1/25...progress:51.23%....step:480/937... Discriminator Loss: 1.1960... Generator Loss: 0.8502 Epoch 1/25...progress:52.29%....step:490/937... Discriminator Loss: 1.2485... Generator Loss: 0.7397 Epoch 1/25...progress:53.36%....step:500/937... Discriminator Loss: 1.3224... Generator Loss: 1.2017 Epoch 1/25...progress:54.43%....step:510/937... Discriminator Loss: 1.3414... Generator Loss: 1.1961 Epoch 1/25...progress:55.50%....step:520/937... Discriminator Loss: 1.2135... Generator Loss: 0.7493 Epoch 1/25...progress:56.56%....step:530/937... Discriminator Loss: 1.2552... Generator Loss: 0.7056 Epoch 1/25...progress:57.63%....step:540/937... Discriminator Loss: 1.7683... Generator Loss: 0.3170 Epoch 1/25...progress:58.70%....step:550/937... Discriminator Loss: 1.4715... Generator Loss: 0.4612 Epoch 1/25...progress:59.77%....step:560/937... Discriminator Loss: 1.6511... Generator Loss: 0.3833 Epoch 1/25...progress:60.83%....step:570/937... Discriminator Loss: 1.1548... Generator Loss: 0.9937 Epoch 1/25...progress:61.90%....step:580/937... Discriminator Loss: 1.1159... Generator Loss: 0.9279 Epoch 1/25...progress:62.97%....step:590/937... Discriminator Loss: 1.1554... Generator Loss: 0.9561 Epoch 1/25...progress:64.03%....step:600/937... Discriminator Loss: 1.1628... Generator Loss: 1.4826
Epoch 1/25...progress:65.10%....step:610/937... Discriminator Loss: 1.1247... Generator Loss: 1.2818 Epoch 1/25...progress:66.17%....step:620/937... Discriminator Loss: 1.3354... Generator Loss: 0.5425 Epoch 1/25...progress:67.24%....step:630/937... Discriminator Loss: 1.1652... Generator Loss: 1.3732 Epoch 1/25...progress:68.30%....step:640/937... Discriminator Loss: 1.3576... Generator Loss: 1.4561 Epoch 1/25...progress:69.37%....step:650/937... Discriminator Loss: 1.1809... Generator Loss: 0.7860 Epoch 1/25...progress:70.44%....step:660/937... Discriminator Loss: 1.5806... Generator Loss: 0.3845 Epoch 1/25...progress:71.50%....step:670/937... Discriminator Loss: 1.4439... Generator Loss: 0.4601 Epoch 1/25...progress:72.57%....step:680/937... Discriminator Loss: 1.0374... Generator Loss: 1.0947 Epoch 1/25...progress:73.64%....step:690/937... Discriminator Loss: 0.9474... Generator Loss: 1.0454 Epoch 1/25...progress:74.71%....step:700/937... Discriminator Loss: 1.5626... Generator Loss: 1.9442 Epoch 1/25...progress:75.77%....step:710/937... Discriminator Loss: 1.1058... Generator Loss: 1.3086 Epoch 1/25...progress:76.84%....step:720/937... Discriminator Loss: 1.2706... Generator Loss: 0.5790 Epoch 1/25...progress:77.91%....step:730/937... Discriminator Loss: 1.2343... Generator Loss: 0.6178 Epoch 1/25...progress:78.98%....step:740/937... Discriminator Loss: 1.0599... Generator Loss: 1.6570 Epoch 1/25...progress:80.04%....step:750/937... Discriminator Loss: 1.1958... Generator Loss: 0.8905 Epoch 1/25...progress:81.11%....step:760/937... Discriminator Loss: 1.0207... Generator Loss: 0.8548 Epoch 1/25...progress:82.18%....step:770/937... Discriminator Loss: 1.0975... Generator Loss: 0.9480 Epoch 1/25...progress:83.24%....step:780/937... Discriminator Loss: 0.9300... Generator Loss: 0.9415 Epoch 1/25...progress:84.31%....step:790/937... Discriminator Loss: 1.4328... Generator Loss: 0.5564 Epoch 1/25...progress:85.38%....step:800/937... Discriminator Loss: 1.2954... Generator Loss: 0.5618
Epoch 1/25...progress:86.45%....step:810/937... Discriminator Loss: 1.2081... Generator Loss: 0.6357 Epoch 1/25...progress:87.51%....step:820/937... Discriminator Loss: 0.9908... Generator Loss: 1.0606 Epoch 1/25...progress:88.58%....step:830/937... Discriminator Loss: 1.0706... Generator Loss: 1.7000 Epoch 1/25...progress:89.65%....step:840/937... Discriminator Loss: 1.9505... Generator Loss: 1.8927 Epoch 1/25...progress:90.72%....step:850/937... Discriminator Loss: 0.9565... Generator Loss: 1.0164 Epoch 1/25...progress:91.78%....step:860/937... Discriminator Loss: 1.1485... Generator Loss: 1.9571 Epoch 1/25...progress:92.85%....step:870/937... Discriminator Loss: 1.3340... Generator Loss: 0.5233 Epoch 1/25...progress:93.92%....step:880/937... Discriminator Loss: 1.0215... Generator Loss: 0.8186 Epoch 1/25...progress:94.98%....step:890/937... Discriminator Loss: 0.8656... Generator Loss: 1.0711 Epoch 1/25...progress:96.05%....step:900/937... Discriminator Loss: 1.2737... Generator Loss: 0.6120 Epoch 1/25...progress:97.12%....step:910/937... Discriminator Loss: 0.8482... Generator Loss: 1.4715 Epoch 1/25...progress:98.19%....step:920/937... Discriminator Loss: 1.1320... Generator Loss: 1.3715 Epoch 1/25...progress:99.25%....step:930/937... Discriminator Loss: 0.9499... Generator Loss: 1.0532 STARTING epoch: 1 , steps: 937 ........ Epoch 2/25...progress:0.00%....step:0/937... Discriminator Loss: 1.5063... Generator Loss: 0.4368
Epoch 2/25...progress:1.07%....step:10/937... Discriminator Loss: 0.8142... Generator Loss: 1.1417 Epoch 2/25...progress:2.13%....step:20/937... Discriminator Loss: 0.8526... Generator Loss: 1.1372 Epoch 2/25...progress:3.20%....step:30/937... Discriminator Loss: 1.6947... Generator Loss: 0.3727 Epoch 2/25...progress:4.27%....step:40/937... Discriminator Loss: 1.7169... Generator Loss: 0.3478 Epoch 2/25...progress:5.34%....step:50/937... Discriminator Loss: 1.1435... Generator Loss: 0.7117 Epoch 2/25...progress:6.40%....step:60/937... Discriminator Loss: 1.0801... Generator Loss: 1.4584 Epoch 2/25...progress:7.47%....step:70/937... Discriminator Loss: 1.2051... Generator Loss: 0.6827 Epoch 2/25...progress:8.54%....step:80/937... Discriminator Loss: 0.9125... Generator Loss: 1.2656 Epoch 2/25...progress:9.61%....step:90/937... Discriminator Loss: 1.1060... Generator Loss: 0.7251 Epoch 2/25...progress:10.67%....step:100/937... Discriminator Loss: 1.2935... Generator Loss: 2.3245 Epoch 2/25...progress:11.74%....step:110/937... Discriminator Loss: 0.9599... Generator Loss: 1.4033 Epoch 2/25...progress:12.81%....step:120/937... Discriminator Loss: 0.9325... Generator Loss: 0.9538 Epoch 2/25...progress:13.87%....step:130/937... Discriminator Loss: 1.5049... Generator Loss: 0.4595 Epoch 2/25...progress:14.94%....step:140/937... Discriminator Loss: 0.9373... Generator Loss: 0.9545 Epoch 2/25...progress:16.01%....step:150/937... Discriminator Loss: 1.4540... Generator Loss: 1.6010 Epoch 2/25...progress:17.08%....step:160/937... Discriminator Loss: 1.0288... Generator Loss: 1.1168 Epoch 2/25...progress:18.14%....step:170/937... Discriminator Loss: 1.1122... Generator Loss: 0.7980 Epoch 2/25...progress:19.21%....step:180/937... Discriminator Loss: 0.9393... Generator Loss: 1.0022 Epoch 2/25...progress:20.28%....step:190/937... Discriminator Loss: 1.0572... Generator Loss: 0.8128 Epoch 2/25...progress:21.34%....step:200/937... Discriminator Loss: 0.8507... Generator Loss: 1.1894
Epoch 2/25...progress:22.41%....step:210/937... Discriminator Loss: 1.7807... Generator Loss: 0.4325 Epoch 2/25...progress:23.48%....step:220/937... Discriminator Loss: 1.8329... Generator Loss: 0.2985 Epoch 2/25...progress:24.55%....step:230/937... Discriminator Loss: 0.9650... Generator Loss: 1.0532 Epoch 2/25...progress:25.61%....step:240/937... Discriminator Loss: 0.8787... Generator Loss: 1.1139 Epoch 2/25...progress:26.68%....step:250/937... Discriminator Loss: 1.0581... Generator Loss: 0.9184 Epoch 2/25...progress:27.75%....step:260/937... Discriminator Loss: 1.6335... Generator Loss: 0.3888 Epoch 2/25...progress:28.82%....step:270/937... Discriminator Loss: 1.5138... Generator Loss: 0.4858 Epoch 2/25...progress:29.88%....step:280/937... Discriminator Loss: 0.7792... Generator Loss: 1.4907 Epoch 2/25...progress:30.95%....step:290/937... Discriminator Loss: 0.8625... Generator Loss: 1.1765 Epoch 2/25...progress:32.02%....step:300/937... Discriminator Loss: 0.9514... Generator Loss: 0.9410 Epoch 2/25...progress:33.08%....step:310/937... Discriminator Loss: 1.2996... Generator Loss: 2.9156 Epoch 2/25...progress:34.15%....step:320/937... Discriminator Loss: 0.8811... Generator Loss: 1.3916 Epoch 2/25...progress:35.22%....step:330/937... Discriminator Loss: 0.9687... Generator Loss: 0.9508 Epoch 2/25...progress:36.29%....step:340/937... Discriminator Loss: 0.9955... Generator Loss: 0.9292 Epoch 2/25...progress:37.35%....step:350/937... Discriminator Loss: 1.0894... Generator Loss: 0.7615 Epoch 2/25...progress:38.42%....step:360/937... Discriminator Loss: 1.7441... Generator Loss: 0.3395 Epoch 2/25...progress:39.49%....step:370/937... Discriminator Loss: 1.1510... Generator Loss: 0.7876 Epoch 2/25...progress:40.55%....step:380/937... Discriminator Loss: 1.2726... Generator Loss: 0.6053 Epoch 2/25...progress:41.62%....step:390/937... Discriminator Loss: 1.2653... Generator Loss: 0.5734 Epoch 2/25...progress:42.69%....step:400/937... Discriminator Loss: 0.7829... Generator Loss: 1.6051
Epoch 2/25...progress:43.76%....step:410/937... Discriminator Loss: 0.7814... Generator Loss: 1.1891 Epoch 2/25...progress:44.82%....step:420/937... Discriminator Loss: 0.8847... Generator Loss: 1.0404 Epoch 2/25...progress:45.89%....step:430/937... Discriminator Loss: 2.1620... Generator Loss: 0.2456 Epoch 2/25...progress:46.96%....step:440/937... Discriminator Loss: 1.4828... Generator Loss: 0.4399 Epoch 2/25...progress:48.03%....step:450/937... Discriminator Loss: 1.5082... Generator Loss: 0.4734 Epoch 2/25...progress:49.09%....step:460/937... Discriminator Loss: 1.0412... Generator Loss: 1.2437 Epoch 2/25...progress:50.16%....step:470/937... Discriminator Loss: 1.3228... Generator Loss: 0.8736 Epoch 2/25...progress:51.23%....step:480/937... Discriminator Loss: 1.0464... Generator Loss: 0.8714 Epoch 2/25...progress:52.29%....step:490/937... Discriminator Loss: 1.0945... Generator Loss: 0.7886 Epoch 2/25...progress:53.36%....step:500/937... Discriminator Loss: 1.6366... Generator Loss: 0.3862 Epoch 2/25...progress:54.43%....step:510/937... Discriminator Loss: 1.6855... Generator Loss: 0.3763 Epoch 2/25...progress:55.50%....step:520/937... Discriminator Loss: 1.3879... Generator Loss: 0.4909 Epoch 2/25...progress:56.56%....step:530/937... Discriminator Loss: 1.0345... Generator Loss: 0.8158 Epoch 2/25...progress:57.63%....step:540/937... Discriminator Loss: 1.2578... Generator Loss: 0.6044 Epoch 2/25...progress:58.70%....step:550/937... Discriminator Loss: 1.4787... Generator Loss: 0.4501 Epoch 2/25...progress:59.77%....step:560/937... Discriminator Loss: 1.1213... Generator Loss: 1.7758 Epoch 2/25...progress:60.83%....step:570/937... Discriminator Loss: 1.1744... Generator Loss: 1.6401 Epoch 2/25...progress:61.90%....step:580/937... Discriminator Loss: 0.9554... Generator Loss: 1.1442 Epoch 2/25...progress:62.97%....step:590/937... Discriminator Loss: 0.9890... Generator Loss: 0.9000 Epoch 2/25...progress:64.03%....step:600/937... Discriminator Loss: 0.7886... Generator Loss: 1.3134
Epoch 2/25...progress:65.10%....step:610/937... Discriminator Loss: 1.2327... Generator Loss: 2.8328 Epoch 2/25...progress:66.17%....step:620/937... Discriminator Loss: 0.9134... Generator Loss: 1.0148 Epoch 2/25...progress:67.24%....step:630/937... Discriminator Loss: 1.0210... Generator Loss: 1.5658 Epoch 2/25...progress:68.30%....step:640/937... Discriminator Loss: 1.2377... Generator Loss: 1.8374 Epoch 2/25...progress:69.37%....step:650/937... Discriminator Loss: 1.1628... Generator Loss: 0.7841 Epoch 2/25...progress:70.44%....step:660/937... Discriminator Loss: 1.1072... Generator Loss: 1.2381 Epoch 2/25...progress:71.50%....step:670/937... Discriminator Loss: 1.1794... Generator Loss: 1.8041 Epoch 2/25...progress:72.57%....step:680/937... Discriminator Loss: 1.0088... Generator Loss: 1.4264 Epoch 2/25...progress:73.64%....step:690/937... Discriminator Loss: 0.8217... Generator Loss: 1.2710 Epoch 2/25...progress:74.71%....step:700/937... Discriminator Loss: 1.1296... Generator Loss: 0.7516 Epoch 2/25...progress:75.77%....step:710/937... Discriminator Loss: 1.2249... Generator Loss: 0.7062 Epoch 2/25...progress:76.84%....step:720/937... Discriminator Loss: 1.0634... Generator Loss: 1.5033 Epoch 2/25...progress:77.91%....step:730/937... Discriminator Loss: 0.8853... Generator Loss: 1.5371 Epoch 2/25...progress:78.98%....step:740/937... Discriminator Loss: 0.8817... Generator Loss: 1.0291 Epoch 2/25...progress:80.04%....step:750/937... Discriminator Loss: 0.9861... Generator Loss: 0.8836 Epoch 2/25...progress:81.11%....step:760/937... Discriminator Loss: 0.6500... Generator Loss: 1.8775 Epoch 2/25...progress:82.18%....step:770/937... Discriminator Loss: 1.1927... Generator Loss: 0.6653 Epoch 2/25...progress:83.24%....step:780/937... Discriminator Loss: 1.4274... Generator Loss: 0.4767 Epoch 2/25...progress:84.31%....step:790/937... Discriminator Loss: 1.3179... Generator Loss: 0.5701 Epoch 2/25...progress:85.38%....step:800/937... Discriminator Loss: 1.7780... Generator Loss: 0.3093
Epoch 2/25...progress:86.45%....step:810/937... Discriminator Loss: 1.1684... Generator Loss: 0.7431 Epoch 2/25...progress:87.51%....step:820/937... Discriminator Loss: 0.8348... Generator Loss: 1.2361 Epoch 2/25...progress:88.58%....step:830/937... Discriminator Loss: 0.8755... Generator Loss: 1.0614 Epoch 2/25...progress:89.65%....step:840/937... Discriminator Loss: 1.7768... Generator Loss: 0.3297 Epoch 2/25...progress:90.72%....step:850/937... Discriminator Loss: 0.9363... Generator Loss: 0.9616 Epoch 2/25...progress:91.78%....step:860/937... Discriminator Loss: 0.7874... Generator Loss: 1.6965 Epoch 2/25...progress:92.85%....step:870/937... Discriminator Loss: 1.0141... Generator Loss: 1.1135 Epoch 2/25...progress:93.92%....step:880/937... Discriminator Loss: 0.8873... Generator Loss: 1.2617 Epoch 2/25...progress:94.98%....step:890/937... Discriminator Loss: 0.9030... Generator Loss: 0.9686 Epoch 2/25...progress:96.05%....step:900/937... Discriminator Loss: 1.0923... Generator Loss: 0.7711 Epoch 2/25...progress:97.12%....step:910/937... Discriminator Loss: 0.9752... Generator Loss: 1.0380 Epoch 2/25...progress:98.19%....step:920/937... Discriminator Loss: 0.8881... Generator Loss: 1.1470 Epoch 2/25...progress:99.25%....step:930/937... Discriminator Loss: 1.4758... Generator Loss: 2.2953 STARTING epoch: 2 , steps: 937 ........ Epoch 3/25...progress:0.00%....step:0/937... Discriminator Loss: 1.7071... Generator Loss: 0.3609
Epoch 3/25...progress:1.07%....step:10/937... Discriminator Loss: 0.9612... Generator Loss: 0.9401 Epoch 3/25...progress:2.13%....step:20/937... Discriminator Loss: 1.2134... Generator Loss: 0.6678 Epoch 3/25...progress:3.20%....step:30/937... Discriminator Loss: 0.8353... Generator Loss: 1.3199 Epoch 3/25...progress:4.27%....step:40/937... Discriminator Loss: 1.5577... Generator Loss: 2.6999 Epoch 3/25...progress:5.34%....step:50/937... Discriminator Loss: 1.1478... Generator Loss: 1.0152 Epoch 3/25...progress:6.40%....step:60/937... Discriminator Loss: 0.8678... Generator Loss: 1.4340 Epoch 3/25...progress:7.47%....step:70/937... Discriminator Loss: 1.0424... Generator Loss: 0.9314 Epoch 3/25...progress:8.54%....step:80/937... Discriminator Loss: 0.8306... Generator Loss: 1.2403 Epoch 3/25...progress:9.61%....step:90/937... Discriminator Loss: 0.6883... Generator Loss: 1.4797 Epoch 3/25...progress:10.67%....step:100/937... Discriminator Loss: 2.4079... Generator Loss: 0.1793 Epoch 3/25...progress:11.74%....step:110/937... Discriminator Loss: 2.1458... Generator Loss: 0.2515 Epoch 3/25...progress:12.81%....step:120/937... Discriminator Loss: 1.1485... Generator Loss: 0.7249 Epoch 3/25...progress:13.87%....step:130/937... Discriminator Loss: 1.4013... Generator Loss: 0.5185 Epoch 3/25...progress:14.94%....step:140/937... Discriminator Loss: 0.8684... Generator Loss: 1.3750 Epoch 3/25...progress:16.01%....step:150/937... Discriminator Loss: 1.1358... Generator Loss: 1.6731 Epoch 3/25...progress:17.08%....step:160/937... Discriminator Loss: 0.8988... Generator Loss: 1.1299 Epoch 3/25...progress:18.14%....step:170/937... Discriminator Loss: 2.2899... Generator Loss: 0.2002 Epoch 3/25...progress:19.21%....step:180/937... Discriminator Loss: 0.9591... Generator Loss: 1.0398 Epoch 3/25...progress:20.28%....step:190/937... Discriminator Loss: 0.9077... Generator Loss: 1.1420 Epoch 3/25...progress:21.34%....step:200/937... Discriminator Loss: 1.5008... Generator Loss: 0.4714
Epoch 3/25...progress:22.41%....step:210/937... Discriminator Loss: 1.1791... Generator Loss: 0.6891 Epoch 3/25...progress:23.48%....step:220/937... Discriminator Loss: 1.7845... Generator Loss: 0.3442 Epoch 3/25...progress:24.55%....step:230/937... Discriminator Loss: 1.1133... Generator Loss: 0.8069 Epoch 3/25...progress:25.61%....step:240/937... Discriminator Loss: 1.5789... Generator Loss: 0.4170 Epoch 3/25...progress:26.68%....step:250/937... Discriminator Loss: 1.7306... Generator Loss: 0.3721 Epoch 3/25...progress:27.75%....step:260/937... Discriminator Loss: 1.7051... Generator Loss: 0.3468 Epoch 3/25...progress:28.82%....step:270/937... Discriminator Loss: 0.8515... Generator Loss: 2.0555 Epoch 3/25...progress:29.88%....step:280/937... Discriminator Loss: 0.7940... Generator Loss: 1.6105 Epoch 3/25...progress:30.95%....step:290/937... Discriminator Loss: 1.0441... Generator Loss: 1.6777 Epoch 3/25...progress:32.02%....step:300/937... Discriminator Loss: 1.2301... Generator Loss: 0.6566 Epoch 3/25...progress:33.08%....step:310/937... Discriminator Loss: 0.7032... Generator Loss: 1.6259 Epoch 3/25...progress:34.15%....step:320/937... Discriminator Loss: 1.1488... Generator Loss: 2.1670 Epoch 3/25...progress:35.22%....step:330/937... Discriminator Loss: 0.8791... Generator Loss: 1.4620 Epoch 3/25...progress:36.29%....step:340/937... Discriminator Loss: 0.8068... Generator Loss: 1.1475 Epoch 3/25...progress:37.35%....step:350/937... Discriminator Loss: 0.7878... Generator Loss: 1.4140 Epoch 3/25...progress:38.42%....step:360/937... Discriminator Loss: 0.7544... Generator Loss: 1.3620 Epoch 3/25...progress:39.49%....step:370/937... Discriminator Loss: 0.7568... Generator Loss: 1.3186 Epoch 3/25...progress:40.55%....step:380/937... Discriminator Loss: 0.6583... Generator Loss: 1.5189 Epoch 3/25...progress:41.62%....step:390/937... Discriminator Loss: 1.2785... Generator Loss: 1.4497 Epoch 3/25...progress:42.69%....step:400/937... Discriminator Loss: 1.1088... Generator Loss: 0.7802
Epoch 3/25...progress:43.76%....step:410/937... Discriminator Loss: 1.1708... Generator Loss: 0.7553 Epoch 3/25...progress:44.82%....step:420/937... Discriminator Loss: 1.2668... Generator Loss: 0.6205 Epoch 3/25...progress:45.89%....step:430/937... Discriminator Loss: 0.9972... Generator Loss: 1.3136 Epoch 3/25...progress:46.96%....step:440/937... Discriminator Loss: 0.7685... Generator Loss: 1.6160 Epoch 3/25...progress:48.03%....step:450/937... Discriminator Loss: 1.0663... Generator Loss: 0.7624 Epoch 3/25...progress:49.09%....step:460/937... Discriminator Loss: 1.4535... Generator Loss: 2.0487 Epoch 3/25...progress:50.16%....step:470/937... Discriminator Loss: 1.2440... Generator Loss: 1.9108 Epoch 3/25...progress:51.23%....step:480/937... Discriminator Loss: 1.0829... Generator Loss: 0.8212 Epoch 3/25...progress:52.29%....step:490/937... Discriminator Loss: 1.0544... Generator Loss: 0.8095 Epoch 3/25...progress:53.36%....step:500/937... Discriminator Loss: 1.2954... Generator Loss: 0.5989 Epoch 3/25...progress:54.43%....step:510/937... Discriminator Loss: 1.5557... Generator Loss: 0.4505 Epoch 3/25...progress:55.50%....step:520/937... Discriminator Loss: 1.6830... Generator Loss: 0.3783 Epoch 3/25...progress:56.56%....step:530/937... Discriminator Loss: 1.0326... Generator Loss: 0.8153 Epoch 3/25...progress:57.63%....step:540/937... Discriminator Loss: 0.9473... Generator Loss: 1.0075 Epoch 3/25...progress:58.70%....step:550/937... Discriminator Loss: 1.1726... Generator Loss: 0.6881 Epoch 3/25...progress:59.77%....step:560/937... Discriminator Loss: 4.6623... Generator Loss: 5.1282 Epoch 3/25...progress:60.83%....step:570/937... Discriminator Loss: 1.0438... Generator Loss: 1.8204 Epoch 3/25...progress:61.90%....step:580/937... Discriminator Loss: 0.8808... Generator Loss: 1.2667 Epoch 3/25...progress:62.97%....step:590/937... Discriminator Loss: 1.0711... Generator Loss: 0.7464 Epoch 3/25...progress:64.03%....step:600/937... Discriminator Loss: 0.9576... Generator Loss: 1.5947
Epoch 3/25...progress:65.10%....step:610/937... Discriminator Loss: 1.4117... Generator Loss: 2.5155 Epoch 3/25...progress:66.17%....step:620/937... Discriminator Loss: 1.0533... Generator Loss: 0.8301 Epoch 3/25...progress:67.24%....step:630/937... Discriminator Loss: 0.9912... Generator Loss: 1.0585 Epoch 3/25...progress:68.30%....step:640/937... Discriminator Loss: 1.1018... Generator Loss: 0.8031 Epoch 3/25...progress:69.37%....step:650/937... Discriminator Loss: 0.8395... Generator Loss: 1.5326 Epoch 3/25...progress:70.44%....step:660/937... Discriminator Loss: 1.2020... Generator Loss: 2.3280 Epoch 3/25...progress:71.50%....step:670/937... Discriminator Loss: 1.0206... Generator Loss: 1.2012 Epoch 3/25...progress:72.57%....step:680/937... Discriminator Loss: 0.9863... Generator Loss: 1.8673 Epoch 3/25...progress:73.64%....step:690/937... Discriminator Loss: 1.0218... Generator Loss: 0.8524 Epoch 3/25...progress:74.71%....step:700/937... Discriminator Loss: 1.4550... Generator Loss: 0.4709 Epoch 3/25...progress:75.77%....step:710/937... Discriminator Loss: 0.8709... Generator Loss: 2.2595 Epoch 3/25...progress:76.84%....step:720/937... Discriminator Loss: 0.8047... Generator Loss: 1.8971 Epoch 3/25...progress:77.91%....step:730/937... Discriminator Loss: 0.9073... Generator Loss: 1.4335 Epoch 3/25...progress:78.98%....step:740/937... Discriminator Loss: 0.9157... Generator Loss: 0.9893 Epoch 3/25...progress:80.04%....step:750/937... Discriminator Loss: 1.4475... Generator Loss: 2.7483 Epoch 3/25...progress:81.11%....step:760/937... Discriminator Loss: 0.8052... Generator Loss: 1.2354 Epoch 3/25...progress:82.18%....step:770/937... Discriminator Loss: 1.0258... Generator Loss: 0.8793 Epoch 3/25...progress:83.24%....step:780/937... Discriminator Loss: 1.1554... Generator Loss: 0.7746 Epoch 3/25...progress:84.31%....step:790/937... Discriminator Loss: 1.7533... Generator Loss: 0.3311 Epoch 3/25...progress:85.38%....step:800/937... Discriminator Loss: 0.8196... Generator Loss: 1.3556
Epoch 3/25...progress:86.45%....step:810/937... Discriminator Loss: 0.8266... Generator Loss: 1.1618 Epoch 3/25...progress:87.51%....step:820/937... Discriminator Loss: 0.8887... Generator Loss: 1.0444 Epoch 3/25...progress:88.58%....step:830/937... Discriminator Loss: 0.6831... Generator Loss: 1.4575 Epoch 3/25...progress:89.65%....step:840/937... Discriminator Loss: 1.6439... Generator Loss: 0.5086 Epoch 3/25...progress:90.72%....step:850/937... Discriminator Loss: 1.6541... Generator Loss: 0.4195 Epoch 3/25...progress:91.78%....step:860/937... Discriminator Loss: 0.6858... Generator Loss: 1.9406 Epoch 3/25...progress:92.85%....step:870/937... Discriminator Loss: 1.0843... Generator Loss: 0.8366 Epoch 3/25...progress:93.92%....step:880/937... Discriminator Loss: 0.8684... Generator Loss: 1.1107 Epoch 3/25...progress:94.98%....step:890/937... Discriminator Loss: 0.9567... Generator Loss: 0.9378 Epoch 3/25...progress:96.05%....step:900/937... Discriminator Loss: 1.0421... Generator Loss: 0.8467 Epoch 3/25...progress:97.12%....step:910/937... Discriminator Loss: 1.0742... Generator Loss: 0.7778 Epoch 3/25...progress:98.19%....step:920/937... Discriminator Loss: 0.9094... Generator Loss: 1.0230 Epoch 3/25...progress:99.25%....step:930/937... Discriminator Loss: 0.9541... Generator Loss: 1.0050 STARTING epoch: 3 , steps: 937 ........ Epoch 4/25...progress:0.00%....step:0/937... Discriminator Loss: 1.2605... Generator Loss: 0.5987
Epoch 4/25...progress:1.07%....step:10/937... Discriminator Loss: 0.8448... Generator Loss: 1.1328 Epoch 4/25...progress:2.13%....step:20/937... Discriminator Loss: 0.7879... Generator Loss: 1.2512 Epoch 4/25...progress:3.20%....step:30/937... Discriminator Loss: 0.9050... Generator Loss: 1.3735 Epoch 4/25...progress:4.27%....step:40/937... Discriminator Loss: 1.2452... Generator Loss: 1.9892 Epoch 4/25...progress:5.34%....step:50/937... Discriminator Loss: 1.1989... Generator Loss: 0.6554 Epoch 4/25...progress:6.40%....step:60/937... Discriminator Loss: 0.8310... Generator Loss: 1.4616 Epoch 4/25...progress:7.47%....step:70/937... Discriminator Loss: 1.1040... Generator Loss: 0.8415 Epoch 4/25...progress:8.54%....step:80/937... Discriminator Loss: 0.7955... Generator Loss: 1.3266 Epoch 4/25...progress:9.61%....step:90/937... Discriminator Loss: 1.3952... Generator Loss: 0.5323 Epoch 4/25...progress:10.67%....step:100/937... Discriminator Loss: 0.8298... Generator Loss: 1.2230 Epoch 4/25...progress:11.74%....step:110/937... Discriminator Loss: 0.9579... Generator Loss: 1.1045 Epoch 4/25...progress:12.81%....step:120/937... Discriminator Loss: 1.1855... Generator Loss: 0.7152 Epoch 4/25...progress:13.87%....step:130/937... Discriminator Loss: 1.4480... Generator Loss: 0.4755 Epoch 4/25...progress:14.94%....step:140/937... Discriminator Loss: 0.9248... Generator Loss: 1.9258 Epoch 4/25...progress:16.01%....step:150/937... Discriminator Loss: 1.8767... Generator Loss: 2.7366 Epoch 4/25...progress:17.08%....step:160/937... Discriminator Loss: 1.0110... Generator Loss: 1.9215 Epoch 4/25...progress:18.14%....step:170/937... Discriminator Loss: 1.0142... Generator Loss: 1.0095 Epoch 4/25...progress:19.21%....step:180/937... Discriminator Loss: 0.9038... Generator Loss: 1.0756 Epoch 4/25...progress:20.28%....step:190/937... Discriminator Loss: 0.8699... Generator Loss: 1.1918 Epoch 4/25...progress:21.34%....step:200/937... Discriminator Loss: 0.8696... Generator Loss: 1.0484
Epoch 4/25...progress:22.41%....step:210/937... Discriminator Loss: 0.7335... Generator Loss: 1.3162 Epoch 4/25...progress:23.48%....step:220/937... Discriminator Loss: 1.3239... Generator Loss: 0.7252 Epoch 4/25...progress:24.55%....step:230/937... Discriminator Loss: 0.8404... Generator Loss: 1.6324 Epoch 4/25...progress:25.61%....step:240/937... Discriminator Loss: 0.8637... Generator Loss: 2.0979 Epoch 4/25...progress:26.68%....step:250/937... Discriminator Loss: 1.6398... Generator Loss: 2.6354 Epoch 4/25...progress:27.75%....step:260/937... Discriminator Loss: 0.8387... Generator Loss: 1.1963 Epoch 4/25...progress:28.82%....step:270/937... Discriminator Loss: 1.7991... Generator Loss: 2.8775 Epoch 4/25...progress:29.88%....step:280/937... Discriminator Loss: 0.9056... Generator Loss: 1.7873 Epoch 4/25...progress:30.95%....step:290/937... Discriminator Loss: 1.0130... Generator Loss: 1.0177 Epoch 4/25...progress:32.02%....step:300/937... Discriminator Loss: 1.2120... Generator Loss: 0.6915 Epoch 4/25...progress:33.08%....step:310/937... Discriminator Loss: 0.8224... Generator Loss: 1.1970 Epoch 4/25...progress:34.15%....step:320/937... Discriminator Loss: 0.6578... Generator Loss: 1.8822 Epoch 4/25...progress:35.22%....step:330/937... Discriminator Loss: 1.1809... Generator Loss: 2.4422 Epoch 4/25...progress:36.29%....step:340/937... Discriminator Loss: 1.1142... Generator Loss: 0.7519 Epoch 4/25...progress:37.35%....step:350/937... Discriminator Loss: 1.1385... Generator Loss: 0.7656 Epoch 4/25...progress:38.42%....step:360/937... Discriminator Loss: 0.8508... Generator Loss: 2.1293 Epoch 4/25...progress:39.49%....step:370/937... Discriminator Loss: 0.8113... Generator Loss: 1.6229 Epoch 4/25...progress:40.55%....step:380/937... Discriminator Loss: 0.7485... Generator Loss: 1.4844 Epoch 4/25...progress:41.62%....step:390/937... Discriminator Loss: 0.8027... Generator Loss: 2.0106 Epoch 4/25...progress:42.69%....step:400/937... Discriminator Loss: 0.9550... Generator Loss: 1.0442
Epoch 4/25...progress:43.76%....step:410/937... Discriminator Loss: 0.8513... Generator Loss: 2.1702 Epoch 4/25...progress:44.82%....step:420/937... Discriminator Loss: 0.7214... Generator Loss: 1.4472 Epoch 4/25...progress:45.89%....step:430/937... Discriminator Loss: 1.1747... Generator Loss: 2.1699 Epoch 4/25...progress:46.96%....step:440/937... Discriminator Loss: 1.0684... Generator Loss: 0.8965 Epoch 4/25...progress:48.03%....step:450/937... Discriminator Loss: 1.0863... Generator Loss: 0.8365 Epoch 4/25...progress:49.09%....step:460/937... Discriminator Loss: 0.8544... Generator Loss: 1.0835 Epoch 4/25...progress:50.16%....step:470/937... Discriminator Loss: 1.9457... Generator Loss: 0.3184 Epoch 4/25...progress:51.23%....step:480/937... Discriminator Loss: 1.0814... Generator Loss: 0.8321 Epoch 4/25...progress:52.29%....step:490/937... Discriminator Loss: 0.8255... Generator Loss: 1.3307 Epoch 4/25...progress:53.36%....step:500/937... Discriminator Loss: 1.0449... Generator Loss: 0.8249 Epoch 4/25...progress:54.43%....step:510/937... Discriminator Loss: 1.7358... Generator Loss: 0.4156 Epoch 4/25...progress:55.50%....step:520/937... Discriminator Loss: 0.9486... Generator Loss: 0.9539 Epoch 4/25...progress:56.56%....step:530/937... Discriminator Loss: 1.2490... Generator Loss: 0.6853 Epoch 4/25...progress:57.63%....step:540/937... Discriminator Loss: 0.7589... Generator Loss: 1.3950 Epoch 4/25...progress:58.70%....step:550/937... Discriminator Loss: 1.7814... Generator Loss: 0.3666 Epoch 4/25...progress:59.77%....step:560/937... Discriminator Loss: 2.0611... Generator Loss: 0.3136 Epoch 4/25...progress:60.83%....step:570/937... Discriminator Loss: 2.2363... Generator Loss: 3.9771 Epoch 4/25...progress:61.90%....step:580/937... Discriminator Loss: 1.0258... Generator Loss: 1.0226 Epoch 4/25...progress:62.97%....step:590/937... Discriminator Loss: 0.9675... Generator Loss: 0.9897 Epoch 4/25...progress:64.03%....step:600/937... Discriminator Loss: 1.4160... Generator Loss: 0.5243
Epoch 4/25...progress:65.10%....step:610/937... Discriminator Loss: 1.5363... Generator Loss: 0.5138 Epoch 4/25...progress:66.17%....step:620/937... Discriminator Loss: 1.4405... Generator Loss: 0.5018 Epoch 4/25...progress:67.24%....step:630/937... Discriminator Loss: 0.9248... Generator Loss: 1.0701 Epoch 4/25...progress:68.30%....step:640/937... Discriminator Loss: 1.2201... Generator Loss: 0.7068 Epoch 4/25...progress:69.37%....step:650/937... Discriminator Loss: 0.8749... Generator Loss: 1.0736 Epoch 4/25...progress:70.44%....step:660/937... Discriminator Loss: 0.8984... Generator Loss: 1.0785 Epoch 4/25...progress:71.50%....step:670/937... Discriminator Loss: 1.2555... Generator Loss: 2.6326 Epoch 4/25...progress:72.57%....step:680/937... Discriminator Loss: 1.2462... Generator Loss: 2.6842 Epoch 4/25...progress:73.64%....step:690/937... Discriminator Loss: 1.2664... Generator Loss: 0.6295 Epoch 4/25...progress:74.71%....step:700/937... Discriminator Loss: 0.9401... Generator Loss: 1.0548 Epoch 4/25...progress:75.77%....step:710/937... Discriminator Loss: 0.7597... Generator Loss: 1.8785 Epoch 4/25...progress:76.84%....step:720/937... Discriminator Loss: 0.7978... Generator Loss: 1.2504 Epoch 4/25...progress:77.91%....step:730/937... Discriminator Loss: 1.0932... Generator Loss: 0.7784 Epoch 4/25...progress:78.98%....step:740/937... Discriminator Loss: 0.6603... Generator Loss: 1.6437 Epoch 4/25...progress:80.04%....step:750/937... Discriminator Loss: 1.0930... Generator Loss: 2.2532 Epoch 4/25...progress:81.11%....step:760/937... Discriminator Loss: 0.9342... Generator Loss: 0.9816 Epoch 4/25...progress:82.18%....step:770/937... Discriminator Loss: 1.1831... Generator Loss: 0.7017 Epoch 4/25...progress:83.24%....step:780/937... Discriminator Loss: 1.0810... Generator Loss: 0.8237 Epoch 4/25...progress:84.31%....step:790/937... Discriminator Loss: 1.4953... Generator Loss: 0.5022 Epoch 4/25...progress:85.38%....step:800/937... Discriminator Loss: 0.8229... Generator Loss: 1.9462
Epoch 4/25...progress:86.45%....step:810/937... Discriminator Loss: 0.8000... Generator Loss: 1.3036 Epoch 4/25...progress:87.51%....step:820/937... Discriminator Loss: 0.8685... Generator Loss: 1.0696 Epoch 4/25...progress:88.58%....step:830/937... Discriminator Loss: 1.0863... Generator Loss: 2.7623 Epoch 4/25...progress:89.65%....step:840/937... Discriminator Loss: 1.9218... Generator Loss: 0.3029 Epoch 4/25...progress:90.72%....step:850/937... Discriminator Loss: 1.1224... Generator Loss: 0.8330 Epoch 4/25...progress:91.78%....step:860/937... Discriminator Loss: 1.1347... Generator Loss: 3.3030 Epoch 4/25...progress:92.85%....step:870/937... Discriminator Loss: 1.2571... Generator Loss: 0.6259 Epoch 4/25...progress:93.92%....step:880/937... Discriminator Loss: 0.8534... Generator Loss: 1.3820 Epoch 4/25...progress:94.98%....step:890/937... Discriminator Loss: 1.0275... Generator Loss: 0.8938 Epoch 4/25...progress:96.05%....step:900/937... Discriminator Loss: 1.1418... Generator Loss: 0.7872 Epoch 4/25...progress:97.12%....step:910/937... Discriminator Loss: 0.9008... Generator Loss: 1.1312 Epoch 4/25...progress:98.19%....step:920/937... Discriminator Loss: 0.9481... Generator Loss: 2.0372 Epoch 4/25...progress:99.25%....step:930/937... Discriminator Loss: 1.0168... Generator Loss: 1.8435 STARTING epoch: 4 , steps: 937 ........ Epoch 5/25...progress:0.00%....step:0/937... Discriminator Loss: 1.2668... Generator Loss: 0.6061
Epoch 5/25...progress:1.07%....step:10/937... Discriminator Loss: 0.7158... Generator Loss: 1.6858 Epoch 5/25...progress:2.13%....step:20/937... Discriminator Loss: 1.1940... Generator Loss: 0.7015 Epoch 5/25...progress:3.20%....step:30/937... Discriminator Loss: 0.8865... Generator Loss: 1.1103 Epoch 5/25...progress:4.27%....step:40/937... Discriminator Loss: 1.2696... Generator Loss: 0.6292 Epoch 5/25...progress:5.34%....step:50/937... Discriminator Loss: 1.4914... Generator Loss: 0.4756 Epoch 5/25...progress:6.40%....step:60/937... Discriminator Loss: 0.9652... Generator Loss: 0.9123 Epoch 5/25...progress:7.47%....step:70/937... Discriminator Loss: 1.9391... Generator Loss: 0.3475 Epoch 5/25...progress:8.54%....step:80/937... Discriminator Loss: 0.8324... Generator Loss: 1.2086 Epoch 5/25...progress:9.61%....step:90/937... Discriminator Loss: 0.9324... Generator Loss: 0.9943 Epoch 5/25...progress:10.67%....step:100/937... Discriminator Loss: 0.7604... Generator Loss: 1.3903 Epoch 5/25...progress:11.74%....step:110/937... Discriminator Loss: 1.0051... Generator Loss: 0.9007 Epoch 5/25...progress:12.81%....step:120/937... Discriminator Loss: 1.0288... Generator Loss: 0.8694 Epoch 5/25...progress:13.87%....step:130/937... Discriminator Loss: 1.2851... Generator Loss: 2.6539 Epoch 5/25...progress:14.94%....step:140/937... Discriminator Loss: 0.7665... Generator Loss: 1.5882 Epoch 5/25...progress:16.01%....step:150/937... Discriminator Loss: 0.7473... Generator Loss: 1.4482 Epoch 5/25...progress:17.08%....step:160/937... Discriminator Loss: 1.7532... Generator Loss: 0.3731 Epoch 5/25...progress:18.14%....step:170/937... Discriminator Loss: 1.0947... Generator Loss: 0.7841 Epoch 5/25...progress:19.21%....step:180/937... Discriminator Loss: 1.1233... Generator Loss: 0.7399 Epoch 5/25...progress:20.28%....step:190/937... Discriminator Loss: 0.8951... Generator Loss: 1.3726 Epoch 5/25...progress:21.34%....step:200/937... Discriminator Loss: 0.6333... Generator Loss: 1.6983
Epoch 5/25...progress:22.41%....step:210/937... Discriminator Loss: 0.7871... Generator Loss: 1.3063 Epoch 5/25...progress:23.48%....step:220/937... Discriminator Loss: 0.9147... Generator Loss: 0.9931 Epoch 5/25...progress:24.55%....step:230/937... Discriminator Loss: 2.5011... Generator Loss: 3.2009 Epoch 5/25...progress:25.61%....step:240/937... Discriminator Loss: 0.9689... Generator Loss: 1.7189 Epoch 5/25...progress:26.68%....step:250/937... Discriminator Loss: 1.5054... Generator Loss: 0.4694 Epoch 5/25...progress:27.75%....step:260/937... Discriminator Loss: 1.1615... Generator Loss: 0.8048 Epoch 5/25...progress:28.82%....step:270/937... Discriminator Loss: 0.8207... Generator Loss: 1.4922 Epoch 5/25...progress:29.88%....step:280/937... Discriminator Loss: 0.7468... Generator Loss: 2.0943 Epoch 5/25...progress:30.95%....step:290/937... Discriminator Loss: 0.9112... Generator Loss: 1.3580 Epoch 5/25...progress:32.02%....step:300/937... Discriminator Loss: 0.9027... Generator Loss: 1.0775 Epoch 5/25...progress:33.08%....step:310/937... Discriminator Loss: 1.3127... Generator Loss: 0.6412 Epoch 5/25...progress:34.15%....step:320/937... Discriminator Loss: 1.1515... Generator Loss: 0.7886 Epoch 5/25...progress:35.22%....step:330/937... Discriminator Loss: 0.7128... Generator Loss: 1.5337 Epoch 5/25...progress:36.29%....step:340/937... Discriminator Loss: 0.7464... Generator Loss: 1.3482 Epoch 5/25...progress:37.35%....step:350/937... Discriminator Loss: 1.2854... Generator Loss: 0.6305 Epoch 5/25...progress:38.42%....step:360/937... Discriminator Loss: 0.8796... Generator Loss: 1.1314 Epoch 5/25...progress:39.49%....step:370/937... Discriminator Loss: 0.8383... Generator Loss: 1.1605 Epoch 5/25...progress:40.55%....step:380/937... Discriminator Loss: 1.3662... Generator Loss: 0.6816 Epoch 5/25...progress:41.62%....step:390/937... Discriminator Loss: 1.1335... Generator Loss: 0.8142 Epoch 5/25...progress:42.69%....step:400/937... Discriminator Loss: 1.0171... Generator Loss: 0.9133
Epoch 5/25...progress:43.76%....step:410/937... Discriminator Loss: 1.6723... Generator Loss: 0.5490 Epoch 5/25...progress:44.82%....step:420/937... Discriminator Loss: 1.3528... Generator Loss: 0.5736 Epoch 5/25...progress:45.89%....step:430/937... Discriminator Loss: 1.0600... Generator Loss: 1.8655 Epoch 5/25...progress:46.96%....step:440/937... Discriminator Loss: 0.9845... Generator Loss: 0.9169 Epoch 5/25...progress:48.03%....step:450/937... Discriminator Loss: 0.7898... Generator Loss: 1.1800 Epoch 5/25...progress:49.09%....step:460/937... Discriminator Loss: 0.8629... Generator Loss: 1.2646 Epoch 5/25...progress:50.16%....step:470/937... Discriminator Loss: 2.1564... Generator Loss: 0.3413 Epoch 5/25...progress:51.23%....step:480/937... Discriminator Loss: 0.9133... Generator Loss: 1.0336 Epoch 5/25...progress:52.29%....step:490/937... Discriminator Loss: 0.8000... Generator Loss: 1.4049 Epoch 5/25...progress:53.36%....step:500/937... Discriminator Loss: 0.8638... Generator Loss: 1.1884 Epoch 5/25...progress:54.43%....step:510/937... Discriminator Loss: 0.9852... Generator Loss: 0.9393 Epoch 5/25...progress:55.50%....step:520/937... Discriminator Loss: 1.7275... Generator Loss: 0.3940 Epoch 5/25...progress:56.56%....step:530/937... Discriminator Loss: 1.0465... Generator Loss: 0.8970 Epoch 5/25...progress:57.63%....step:540/937... Discriminator Loss: 1.2464... Generator Loss: 0.6593 Epoch 5/25...progress:58.70%....step:550/937... Discriminator Loss: 1.1136... Generator Loss: 0.7712 Epoch 5/25...progress:59.77%....step:560/937... Discriminator Loss: 1.5459... Generator Loss: 2.7782 Epoch 5/25...progress:60.83%....step:570/937... Discriminator Loss: 0.7534... Generator Loss: 1.8137 Epoch 5/25...progress:61.90%....step:580/937... Discriminator Loss: 0.9242... Generator Loss: 1.0853 Epoch 5/25...progress:62.97%....step:590/937... Discriminator Loss: 0.9371... Generator Loss: 0.9952 Epoch 5/25...progress:64.03%....step:600/937... Discriminator Loss: 0.9020... Generator Loss: 1.1415
Epoch 5/25...progress:65.10%....step:610/937... Discriminator Loss: 1.0720... Generator Loss: 0.8256 Epoch 5/25...progress:66.17%....step:620/937... Discriminator Loss: 1.8865... Generator Loss: 0.3248 Epoch 5/25...progress:67.24%....step:630/937... Discriminator Loss: 0.6707... Generator Loss: 1.5896 Epoch 5/25...progress:68.30%....step:640/937... Discriminator Loss: 1.4700... Generator Loss: 0.5441 Epoch 5/25...progress:69.37%....step:650/937... Discriminator Loss: 0.8645... Generator Loss: 1.5013 Epoch 5/25...progress:70.44%....step:660/937... Discriminator Loss: 0.9987... Generator Loss: 0.8967 Epoch 5/25...progress:71.50%....step:670/937... Discriminator Loss: 0.9264... Generator Loss: 1.1979 Epoch 5/25...progress:72.57%....step:680/937... Discriminator Loss: 0.8813... Generator Loss: 2.0972 Epoch 5/25...progress:73.64%....step:690/937... Discriminator Loss: 1.0121... Generator Loss: 0.9129 Epoch 5/25...progress:74.71%....step:700/937... Discriminator Loss: 1.2871... Generator Loss: 0.6252 Epoch 5/25...progress:75.77%....step:710/937... Discriminator Loss: 1.4646... Generator Loss: 0.5615 Epoch 5/25...progress:76.84%....step:720/937... Discriminator Loss: 0.9262... Generator Loss: 1.0617 Epoch 5/25...progress:77.91%....step:730/937... Discriminator Loss: 1.6061... Generator Loss: 0.4308 Epoch 5/25...progress:78.98%....step:740/937... Discriminator Loss: 0.6376... Generator Loss: 1.6004 Epoch 5/25...progress:80.04%....step:750/937... Discriminator Loss: 0.9873... Generator Loss: 2.3822 Epoch 5/25...progress:81.11%....step:760/937... Discriminator Loss: 0.8462... Generator Loss: 1.2734 Epoch 5/25...progress:82.18%....step:770/937... Discriminator Loss: 1.2698... Generator Loss: 0.6451 Epoch 5/25...progress:83.24%....step:780/937... Discriminator Loss: 0.7580... Generator Loss: 1.5677 Epoch 5/25...progress:84.31%....step:790/937... Discriminator Loss: 1.1393... Generator Loss: 0.7399 Epoch 5/25...progress:85.38%....step:800/937... Discriminator Loss: 0.8992... Generator Loss: 1.0451
Epoch 5/25...progress:86.45%....step:810/937... Discriminator Loss: 0.6813... Generator Loss: 1.4170 Epoch 5/25...progress:87.51%....step:820/937... Discriminator Loss: 0.7376... Generator Loss: 1.3965 Epoch 5/25...progress:88.58%....step:830/937... Discriminator Loss: 0.6310... Generator Loss: 1.6906 Epoch 5/25...progress:89.65%....step:840/937... Discriminator Loss: 1.7684... Generator Loss: 0.4673 Epoch 5/25...progress:90.72%....step:850/937... Discriminator Loss: 0.7746... Generator Loss: 1.2820 Epoch 5/25...progress:91.78%....step:860/937... Discriminator Loss: 2.2569... Generator Loss: 5.2668 Epoch 5/25...progress:92.85%....step:870/937... Discriminator Loss: 1.2069... Generator Loss: 0.6838 Epoch 5/25...progress:93.92%....step:880/937... Discriminator Loss: 1.3877... Generator Loss: 0.5593 Epoch 5/25...progress:94.98%....step:890/937... Discriminator Loss: 1.0981... Generator Loss: 0.8417 Epoch 5/25...progress:96.05%....step:900/937... Discriminator Loss: 1.7289... Generator Loss: 0.4224 Epoch 5/25...progress:97.12%....step:910/937... Discriminator Loss: 1.5770... Generator Loss: 0.4413 Epoch 5/25...progress:98.19%....step:920/937... Discriminator Loss: 0.8165... Generator Loss: 2.1057 Epoch 5/25...progress:99.25%....step:930/937... Discriminator Loss: 0.7980... Generator Loss: 1.6197 STARTING epoch: 5 , steps: 937 ........ Epoch 6/25...progress:0.00%....step:0/937... Discriminator Loss: 1.3423... Generator Loss: 0.6503
Epoch 6/25...progress:1.07%....step:10/937... Discriminator Loss: 0.9127... Generator Loss: 0.9669 Epoch 6/25...progress:2.13%....step:20/937... Discriminator Loss: 1.4800... Generator Loss: 0.4765 Epoch 6/25...progress:3.20%....step:30/937... Discriminator Loss: 1.7149... Generator Loss: 0.3730 Epoch 6/25...progress:4.27%....step:40/937... Discriminator Loss: 1.2998... Generator Loss: 3.0000 Epoch 6/25...progress:5.34%....step:50/937... Discriminator Loss: 1.8044... Generator Loss: 0.3236 Epoch 6/25...progress:6.40%....step:60/937... Discriminator Loss: 1.4189... Generator Loss: 0.5406 Epoch 6/25...progress:7.47%....step:70/937... Discriminator Loss: 1.4110... Generator Loss: 0.6448 Epoch 6/25...progress:8.54%....step:80/937... Discriminator Loss: 0.9091... Generator Loss: 1.1082 Epoch 6/25...progress:9.61%....step:90/937... Discriminator Loss: 1.0467... Generator Loss: 0.8961 Epoch 6/25...progress:10.67%....step:100/937... Discriminator Loss: 0.6873... Generator Loss: 2.3376 Epoch 6/25...progress:11.74%....step:110/937... Discriminator Loss: 1.0476... Generator Loss: 0.8631 Epoch 6/25...progress:12.81%....step:120/937... Discriminator Loss: 1.0957... Generator Loss: 0.8294 Epoch 6/25...progress:13.87%....step:130/937... Discriminator Loss: 1.2893... Generator Loss: 2.2304 Epoch 6/25...progress:14.94%....step:140/937... Discriminator Loss: 0.7754... Generator Loss: 1.5340 Epoch 6/25...progress:16.01%....step:150/937... Discriminator Loss: 0.9312... Generator Loss: 1.2625 Epoch 6/25...progress:17.08%....step:160/937... Discriminator Loss: 1.0787... Generator Loss: 0.8255 Epoch 6/25...progress:18.14%....step:170/937... Discriminator Loss: 0.6916... Generator Loss: 1.4894 Epoch 6/25...progress:19.21%....step:180/937... Discriminator Loss: 0.8015... Generator Loss: 1.3682 Epoch 6/25...progress:20.28%....step:190/937... Discriminator Loss: 2.2052... Generator Loss: 0.2299 Epoch 6/25...progress:21.34%....step:200/937... Discriminator Loss: 0.8879... Generator Loss: 1.0398
Epoch 6/25...progress:22.41%....step:210/937... Discriminator Loss: 1.2545... Generator Loss: 0.7287 Epoch 6/25...progress:23.48%....step:220/937... Discriminator Loss: 1.8235... Generator Loss: 3.0732 Epoch 6/25...progress:24.55%....step:230/937... Discriminator Loss: 0.8600... Generator Loss: 1.6320 Epoch 6/25...progress:25.61%....step:240/937... Discriminator Loss: 0.9741... Generator Loss: 1.0746 Epoch 6/25...progress:26.68%....step:250/937... Discriminator Loss: 2.0089... Generator Loss: 0.2642 Epoch 6/25...progress:27.75%....step:260/937... Discriminator Loss: 0.9466... Generator Loss: 1.0580 Epoch 6/25...progress:28.82%....step:270/937... Discriminator Loss: 0.7999... Generator Loss: 2.1615 Epoch 6/25...progress:29.88%....step:280/937... Discriminator Loss: 0.7491... Generator Loss: 1.3985 Epoch 6/25...progress:30.95%....step:290/937... Discriminator Loss: 1.4677... Generator Loss: 0.5227 Epoch 6/25...progress:32.02%....step:300/937... Discriminator Loss: 1.1345... Generator Loss: 0.8526 Epoch 6/25...progress:33.08%....step:310/937... Discriminator Loss: 0.8937... Generator Loss: 1.1127 Epoch 6/25...progress:34.15%....step:320/937... Discriminator Loss: 1.0391... Generator Loss: 0.8799 Epoch 6/25...progress:35.22%....step:330/937... Discriminator Loss: 0.9963... Generator Loss: 0.9822 Epoch 6/25...progress:36.29%....step:340/937... Discriminator Loss: 1.1774... Generator Loss: 0.6927 Epoch 6/25...progress:37.35%....step:350/937... Discriminator Loss: 0.9859... Generator Loss: 0.9156 Epoch 6/25...progress:38.42%....step:360/937... Discriminator Loss: 0.6473... Generator Loss: 2.0857 Epoch 6/25...progress:39.49%....step:370/937... Discriminator Loss: 1.1649... Generator Loss: 2.2996 Epoch 6/25...progress:40.55%....step:380/937... Discriminator Loss: 0.8229... Generator Loss: 1.2337 Epoch 6/25...progress:41.62%....step:390/937... Discriminator Loss: 0.7370... Generator Loss: 1.3814 Epoch 6/25...progress:42.69%....step:400/937... Discriminator Loss: 1.5059... Generator Loss: 0.4895
Epoch 6/25...progress:43.76%....step:410/937... Discriminator Loss: 0.9455... Generator Loss: 0.9907 Epoch 6/25...progress:44.82%....step:420/937... Discriminator Loss: 0.7210... Generator Loss: 1.4172 Epoch 6/25...progress:45.89%....step:430/937... Discriminator Loss: 0.8314... Generator Loss: 1.5592 Epoch 6/25...progress:46.96%....step:440/937... Discriminator Loss: 0.7224... Generator Loss: 1.4768 Epoch 6/25...progress:48.03%....step:450/937... Discriminator Loss: 1.4248... Generator Loss: 0.5525 Epoch 6/25...progress:49.09%....step:460/937... Discriminator Loss: 0.8709... Generator Loss: 2.1602 Epoch 6/25...progress:50.16%....step:470/937... Discriminator Loss: 0.8220... Generator Loss: 1.8807 Epoch 6/25...progress:51.23%....step:480/937... Discriminator Loss: 0.9594... Generator Loss: 0.9995 Epoch 6/25...progress:52.29%....step:490/937... Discriminator Loss: 1.0873... Generator Loss: 0.8131 Epoch 6/25...progress:53.36%....step:500/937... Discriminator Loss: 0.6989... Generator Loss: 1.5112 Epoch 6/25...progress:54.43%....step:510/937... Discriminator Loss: 0.9370... Generator Loss: 0.9899 Epoch 6/25...progress:55.50%....step:520/937... Discriminator Loss: 1.0474... Generator Loss: 0.8887 Epoch 6/25...progress:56.56%....step:530/937... Discriminator Loss: 1.0238... Generator Loss: 0.8874 Epoch 6/25...progress:57.63%....step:540/937... Discriminator Loss: 0.9076... Generator Loss: 1.1824 Epoch 6/25...progress:58.70%....step:550/937... Discriminator Loss: 1.2477... Generator Loss: 0.7081 Epoch 6/25...progress:59.77%....step:560/937... Discriminator Loss: 0.8875... Generator Loss: 1.5682 Epoch 6/25...progress:60.83%....step:570/937... Discriminator Loss: 0.8472... Generator Loss: 2.1102 Epoch 6/25...progress:61.90%....step:580/937... Discriminator Loss: 0.8341... Generator Loss: 1.2438 Epoch 6/25...progress:62.97%....step:590/937... Discriminator Loss: 0.9270... Generator Loss: 1.0698 Epoch 6/25...progress:64.03%....step:600/937... Discriminator Loss: 0.6780... Generator Loss: 1.5442
Epoch 6/25...progress:65.10%....step:610/937... Discriminator Loss: 0.9998... Generator Loss: 0.8949 Epoch 6/25...progress:66.17%....step:620/937... Discriminator Loss: 1.2410... Generator Loss: 0.6305 Epoch 6/25...progress:67.24%....step:630/937... Discriminator Loss: 0.8579... Generator Loss: 1.1010 Epoch 6/25...progress:68.30%....step:640/937... Discriminator Loss: 1.2545... Generator Loss: 0.6871 Epoch 6/25...progress:69.37%....step:650/937... Discriminator Loss: 0.8093... Generator Loss: 1.6476 Epoch 6/25...progress:70.44%....step:660/937... Discriminator Loss: 0.7413... Generator Loss: 1.3160 Epoch 6/25...progress:71.50%....step:670/937... Discriminator Loss: 0.9206... Generator Loss: 1.1187 Epoch 6/25...progress:72.57%....step:680/937... Discriminator Loss: 1.3003... Generator Loss: 0.6925 Epoch 6/25...progress:73.64%....step:690/937... Discriminator Loss: 0.8964... Generator Loss: 1.0103 Epoch 6/25...progress:74.71%....step:700/937... Discriminator Loss: 1.2994... Generator Loss: 0.6374 Epoch 6/25...progress:75.77%....step:710/937... Discriminator Loss: 0.9717... Generator Loss: 0.9485 Epoch 6/25...progress:76.84%....step:720/937... Discriminator Loss: 0.7424... Generator Loss: 1.6852 Epoch 6/25...progress:77.91%....step:730/937... Discriminator Loss: 1.3093... Generator Loss: 0.6033 Epoch 6/25...progress:78.98%....step:740/937... Discriminator Loss: 1.3307... Generator Loss: 0.6384 Epoch 6/25...progress:80.04%....step:750/937... Discriminator Loss: 0.5748... Generator Loss: 2.4027 Epoch 6/25...progress:81.11%....step:760/937... Discriminator Loss: 0.5306... Generator Loss: 2.5680 Epoch 6/25...progress:82.18%....step:770/937... Discriminator Loss: 0.9172... Generator Loss: 1.1282 Epoch 6/25...progress:83.24%....step:780/937... Discriminator Loss: 1.2140... Generator Loss: 0.7101 Epoch 6/25...progress:84.31%....step:790/937... Discriminator Loss: 2.1096... Generator Loss: 0.2729 Epoch 6/25...progress:85.38%....step:800/937... Discriminator Loss: 0.8800... Generator Loss: 1.1765
Epoch 6/25...progress:86.45%....step:810/937... Discriminator Loss: 0.7941... Generator Loss: 1.1948 Epoch 6/25...progress:87.51%....step:820/937... Discriminator Loss: 0.9960... Generator Loss: 0.9370 Epoch 6/25...progress:88.58%....step:830/937... Discriminator Loss: 0.9479... Generator Loss: 1.0188 Epoch 6/25...progress:89.65%....step:840/937... Discriminator Loss: 2.4710... Generator Loss: 0.1977 Epoch 6/25...progress:90.72%....step:850/937... Discriminator Loss: 1.6461... Generator Loss: 0.5287 Epoch 6/25...progress:91.78%....step:860/937... Discriminator Loss: 0.6056... Generator Loss: 1.9924 Epoch 6/25...progress:92.85%....step:870/937... Discriminator Loss: 1.0557... Generator Loss: 0.8596 Epoch 6/25...progress:93.92%....step:880/937... Discriminator Loss: 0.8035... Generator Loss: 1.6081 Epoch 6/25...progress:94.98%....step:890/937... Discriminator Loss: 0.8918... Generator Loss: 1.2251 Epoch 6/25...progress:96.05%....step:900/937... Discriminator Loss: 0.9542... Generator Loss: 0.9555 Epoch 6/25...progress:97.12%....step:910/937... Discriminator Loss: 1.0630... Generator Loss: 0.8368 Epoch 6/25...progress:98.19%....step:920/937... Discriminator Loss: 0.7266... Generator Loss: 1.4997 Epoch 6/25...progress:99.25%....step:930/937... Discriminator Loss: 1.0107... Generator Loss: 0.9474 STARTING epoch: 6 , steps: 937 ........ Epoch 7/25...progress:0.00%....step:0/937... Discriminator Loss: 1.8492... Generator Loss: 0.3071
Epoch 7/25...progress:1.07%....step:10/937... Discriminator Loss: 1.2629... Generator Loss: 2.9900 Epoch 7/25...progress:2.13%....step:20/937... Discriminator Loss: 0.8826... Generator Loss: 1.2455 Epoch 7/25...progress:3.20%....step:30/937... Discriminator Loss: 0.9349... Generator Loss: 1.6568 Epoch 7/25...progress:4.27%....step:40/937... Discriminator Loss: 0.8365... Generator Loss: 1.6110 Epoch 7/25...progress:5.34%....step:50/937... Discriminator Loss: 1.3107... Generator Loss: 0.5782 Epoch 7/25...progress:6.40%....step:60/937... Discriminator Loss: 0.9708... Generator Loss: 1.4520 Epoch 7/25...progress:7.47%....step:70/937... Discriminator Loss: 0.9356... Generator Loss: 1.0262 Epoch 7/25...progress:8.54%....step:80/937... Discriminator Loss: 0.9865... Generator Loss: 0.9817 Epoch 7/25...progress:9.61%....step:90/937... Discriminator Loss: 1.0227... Generator Loss: 0.8842 Epoch 7/25...progress:10.67%....step:100/937... Discriminator Loss: 0.6711... Generator Loss: 1.9938 Epoch 7/25...progress:11.74%....step:110/937... Discriminator Loss: 0.7755... Generator Loss: 1.3788 Epoch 7/25...progress:12.81%....step:120/937... Discriminator Loss: 1.0919... Generator Loss: 0.8420 Epoch 7/25...progress:13.87%....step:130/937... Discriminator Loss: 1.3783... Generator Loss: 0.5750 Epoch 7/25...progress:14.94%....step:140/937... Discriminator Loss: 0.9430... Generator Loss: 1.0445 Epoch 7/25...progress:16.01%....step:150/937... Discriminator Loss: 0.8773... Generator Loss: 1.4769 Epoch 7/25...progress:17.08%....step:160/937... Discriminator Loss: 2.0957... Generator Loss: 0.3293 Epoch 7/25...progress:18.14%....step:170/937... Discriminator Loss: 0.9902... Generator Loss: 0.9181 Epoch 7/25...progress:19.21%....step:180/937... Discriminator Loss: 1.1439... Generator Loss: 0.7191 Epoch 7/25...progress:20.28%....step:190/937... Discriminator Loss: 0.9340... Generator Loss: 1.0811 Epoch 7/25...progress:21.34%....step:200/937... Discriminator Loss: 0.5669... Generator Loss: 2.0422
Epoch 7/25...progress:22.41%....step:210/937... Discriminator Loss: 0.8302... Generator Loss: 1.2663 Epoch 7/25...progress:23.48%....step:220/937... Discriminator Loss: 1.0707... Generator Loss: 0.8444 Epoch 7/25...progress:24.55%....step:230/937... Discriminator Loss: 0.6709... Generator Loss: 2.0318 Epoch 7/25...progress:25.61%....step:240/937... Discriminator Loss: 0.6494... Generator Loss: 2.1937 Epoch 7/25...progress:26.68%....step:250/937... Discriminator Loss: 2.2349... Generator Loss: 0.2494 Epoch 7/25...progress:27.75%....step:260/937... Discriminator Loss: 1.2648... Generator Loss: 0.6928 Epoch 7/25...progress:28.82%....step:270/937... Discriminator Loss: 0.7995... Generator Loss: 1.8831 Epoch 7/25...progress:29.88%....step:280/937... Discriminator Loss: 0.7379... Generator Loss: 1.8796 Epoch 7/25...progress:30.95%....step:290/937... Discriminator Loss: 1.1388... Generator Loss: 0.8162 Epoch 7/25...progress:32.02%....step:300/937... Discriminator Loss: 1.1857... Generator Loss: 0.7297 Epoch 7/25...progress:33.08%....step:310/937... Discriminator Loss: 0.9578... Generator Loss: 1.4175 Epoch 7/25...progress:34.15%....step:320/937... Discriminator Loss: 0.8360... Generator Loss: 1.2984 Epoch 7/25...progress:35.22%....step:330/937... Discriminator Loss: 1.0335... Generator Loss: 0.9132 Epoch 7/25...progress:36.29%....step:340/937... Discriminator Loss: 1.0655... Generator Loss: 0.7858 Epoch 7/25...progress:37.35%....step:350/937... Discriminator Loss: 1.1503... Generator Loss: 0.7631 Epoch 7/25...progress:38.42%....step:360/937... Discriminator Loss: 0.6993... Generator Loss: 1.4797 Epoch 7/25...progress:39.49%....step:370/937... Discriminator Loss: 1.1326... Generator Loss: 0.7626 Epoch 7/25...progress:40.55%....step:380/937... Discriminator Loss: 0.8496... Generator Loss: 1.2022 Epoch 7/25...progress:41.62%....step:390/937... Discriminator Loss: 1.4683... Generator Loss: 0.6105 Epoch 7/25...progress:42.69%....step:400/937... Discriminator Loss: 0.9969... Generator Loss: 0.9441
Epoch 7/25...progress:43.76%....step:410/937... Discriminator Loss: 0.8529... Generator Loss: 1.3114 Epoch 7/25...progress:44.82%....step:420/937... Discriminator Loss: 0.8299... Generator Loss: 1.2303 Epoch 7/25...progress:45.89%....step:430/937... Discriminator Loss: 1.0336... Generator Loss: 0.8681 Epoch 7/25...progress:46.96%....step:440/937... Discriminator Loss: 0.8555... Generator Loss: 1.1573 Epoch 7/25...progress:48.03%....step:450/937... Discriminator Loss: 1.5071... Generator Loss: 0.5289 Epoch 7/25...progress:49.09%....step:460/937... Discriminator Loss: 0.5657... Generator Loss: 2.4751 Epoch 7/25...progress:50.16%....step:470/937... Discriminator Loss: 2.2846... Generator Loss: 0.2975 Epoch 7/25...progress:51.23%....step:480/937... Discriminator Loss: 0.8463... Generator Loss: 1.1488 Epoch 7/25...progress:52.29%....step:490/937... Discriminator Loss: 0.8581... Generator Loss: 1.1660 Epoch 7/25...progress:53.36%....step:500/937... Discriminator Loss: 0.9065... Generator Loss: 1.1258 Epoch 7/25...progress:54.43%....step:510/937... Discriminator Loss: 2.1301... Generator Loss: 0.3253 Epoch 7/25...progress:55.50%....step:520/937... Discriminator Loss: 1.7580... Generator Loss: 0.4253 Epoch 7/25...progress:56.56%....step:530/937... Discriminator Loss: 0.7738... Generator Loss: 1.5050 Epoch 7/25...progress:57.63%....step:540/937... Discriminator Loss: 0.8556... Generator Loss: 1.3634 Epoch 7/25...progress:58.70%....step:550/937... Discriminator Loss: 1.1745... Generator Loss: 0.7285 Epoch 7/25...progress:59.77%....step:560/937... Discriminator Loss: 0.7473... Generator Loss: 1.5563 Epoch 7/25...progress:60.83%....step:570/937... Discriminator Loss: 1.0692... Generator Loss: 2.7050 Epoch 7/25...progress:61.90%....step:580/937... Discriminator Loss: 0.8787... Generator Loss: 1.1031 Epoch 7/25...progress:62.97%....step:590/937... Discriminator Loss: 0.8394... Generator Loss: 1.2665 Epoch 7/25...progress:64.03%....step:600/937... Discriminator Loss: 1.0052... Generator Loss: 0.9126
Epoch 7/25...progress:65.10%....step:610/937... Discriminator Loss: 0.9026... Generator Loss: 1.2427 Epoch 7/25...progress:66.17%....step:620/937... Discriminator Loss: 1.0804... Generator Loss: 0.9366 Epoch 7/25...progress:67.24%....step:630/937... Discriminator Loss: 0.8099... Generator Loss: 1.4666 Epoch 7/25...progress:68.30%....step:640/937... Discriminator Loss: 1.4052... Generator Loss: 0.5928 Epoch 7/25...progress:69.37%....step:650/937... Discriminator Loss: 2.4842... Generator Loss: 3.7644 Epoch 7/25...progress:70.44%....step:660/937... Discriminator Loss: 0.7843... Generator Loss: 1.9297 Epoch 7/25...progress:71.50%....step:670/937... Discriminator Loss: 1.0440... Generator Loss: 0.9241 Epoch 7/25...progress:72.57%....step:680/937... Discriminator Loss: 1.4488... Generator Loss: 3.0318 Epoch 7/25...progress:73.64%....step:690/937... Discriminator Loss: 1.3710... Generator Loss: 0.5728 Epoch 7/25...progress:74.71%....step:700/937... Discriminator Loss: 1.2707... Generator Loss: 0.6274 Epoch 7/25...progress:75.77%....step:710/937... Discriminator Loss: 1.0973... Generator Loss: 0.8220 Epoch 7/25...progress:76.84%....step:720/937... Discriminator Loss: 0.7738... Generator Loss: 2.1676 Epoch 7/25...progress:77.91%....step:730/937... Discriminator Loss: 1.4062... Generator Loss: 0.5618 Epoch 7/25...progress:78.98%....step:740/937... Discriminator Loss: 0.6961... Generator Loss: 1.5133 Epoch 7/25...progress:80.04%....step:750/937... Discriminator Loss: 0.8753... Generator Loss: 1.1140 Epoch 7/25...progress:81.11%....step:760/937... Discriminator Loss: 0.8061... Generator Loss: 1.3518 Epoch 7/25...progress:82.18%....step:770/937... Discriminator Loss: 1.2965... Generator Loss: 0.7122 Epoch 7/25...progress:83.24%....step:780/937... Discriminator Loss: 0.8115... Generator Loss: 1.2355 Epoch 7/25...progress:84.31%....step:790/937... Discriminator Loss: 1.1621... Generator Loss: 0.7963 Epoch 7/25...progress:85.38%....step:800/937... Discriminator Loss: 1.6116... Generator Loss: 0.4428
Epoch 7/25...progress:86.45%....step:810/937... Discriminator Loss: 1.2159... Generator Loss: 0.6891 Epoch 7/25...progress:87.51%....step:820/937... Discriminator Loss: 0.6637... Generator Loss: 1.5422 Epoch 7/25...progress:88.58%....step:830/937... Discriminator Loss: 0.8990... Generator Loss: 1.1482 Epoch 7/25...progress:89.65%....step:840/937... Discriminator Loss: 1.9752... Generator Loss: 0.3707 Epoch 7/25...progress:90.72%....step:850/937... Discriminator Loss: 0.8381... Generator Loss: 1.2500 Epoch 7/25...progress:91.78%....step:860/937... Discriminator Loss: 0.6250... Generator Loss: 2.8564 Epoch 7/25...progress:92.85%....step:870/937... Discriminator Loss: 0.8684... Generator Loss: 1.6319 Epoch 7/25...progress:93.92%....step:880/937... Discriminator Loss: 0.9360... Generator Loss: 1.0372 Epoch 7/25...progress:94.98%....step:890/937... Discriminator Loss: 0.9451... Generator Loss: 1.1420 Epoch 7/25...progress:96.05%....step:900/937... Discriminator Loss: 0.8338... Generator Loss: 1.3627 Epoch 7/25...progress:97.12%....step:910/937... Discriminator Loss: 0.8588... Generator Loss: 1.2482 Epoch 7/25...progress:98.19%....step:920/937... Discriminator Loss: 0.6597... Generator Loss: 1.5932 Epoch 7/25...progress:99.25%....step:930/937... Discriminator Loss: 0.8715... Generator Loss: 1.1447 STARTING epoch: 7 , steps: 937 ........ Epoch 8/25...progress:0.00%....step:0/937... Discriminator Loss: 1.1041... Generator Loss: 0.8399
Epoch 8/25...progress:1.07%....step:10/937... Discriminator Loss: 0.8039... Generator Loss: 1.1864 Epoch 8/25...progress:2.13%....step:20/937... Discriminator Loss: 1.0363... Generator Loss: 0.8516 Epoch 8/25...progress:3.20%....step:30/937... Discriminator Loss: 1.4670... Generator Loss: 0.5759 Epoch 8/25...progress:4.27%....step:40/937... Discriminator Loss: 0.8470... Generator Loss: 1.1986 Epoch 8/25...progress:5.34%....step:50/937... Discriminator Loss: 0.8626... Generator Loss: 1.1764 Epoch 8/25...progress:6.40%....step:60/937... Discriminator Loss: 1.1842... Generator Loss: 2.3538 Epoch 8/25...progress:7.47%....step:70/937... Discriminator Loss: 1.3638... Generator Loss: 0.6744 Epoch 8/25...progress:8.54%....step:80/937... Discriminator Loss: 0.7190... Generator Loss: 1.4273 Epoch 8/25...progress:9.61%....step:90/937... Discriminator Loss: 1.1527... Generator Loss: 0.7431 Epoch 8/25...progress:10.67%....step:100/937... Discriminator Loss: 0.9320... Generator Loss: 2.1284 Epoch 8/25...progress:11.74%....step:110/937... Discriminator Loss: 0.9834... Generator Loss: 2.1422 Epoch 8/25...progress:12.81%....step:120/937... Discriminator Loss: 0.7817... Generator Loss: 1.3276 Epoch 8/25...progress:13.87%....step:130/937... Discriminator Loss: 1.7447... Generator Loss: 0.3896 Epoch 8/25...progress:14.94%....step:140/937... Discriminator Loss: 0.9127... Generator Loss: 1.0811 Epoch 8/25...progress:16.01%....step:150/937... Discriminator Loss: 0.8249... Generator Loss: 1.4885 Epoch 8/25...progress:17.08%....step:160/937... Discriminator Loss: 1.3103... Generator Loss: 0.6282 Epoch 8/25...progress:18.14%....step:170/937... Discriminator Loss: 0.7956... Generator Loss: 1.4309 Epoch 8/25...progress:19.21%....step:180/937... Discriminator Loss: 0.7918... Generator Loss: 1.4720 Epoch 8/25...progress:20.28%....step:190/937... Discriminator Loss: 0.8506... Generator Loss: 1.1948 Epoch 8/25...progress:21.34%....step:200/937... Discriminator Loss: 1.2877... Generator Loss: 0.6597
Epoch 8/25...progress:22.41%....step:210/937... Discriminator Loss: 1.0362... Generator Loss: 0.9727 Epoch 8/25...progress:23.48%....step:220/937... Discriminator Loss: 1.6337... Generator Loss: 0.4959 Epoch 8/25...progress:24.55%....step:230/937... Discriminator Loss: 0.7129... Generator Loss: 2.0112 Epoch 8/25...progress:25.61%....step:240/937... Discriminator Loss: 1.1063... Generator Loss: 0.8372 Epoch 8/25...progress:26.68%....step:250/937... Discriminator Loss: 1.6112... Generator Loss: 0.4400 Epoch 8/25...progress:27.75%....step:260/937... Discriminator Loss: 0.8565... Generator Loss: 1.1260 Epoch 8/25...progress:28.82%....step:270/937... Discriminator Loss: 0.9442... Generator Loss: 1.0950 Epoch 8/25...progress:29.88%....step:280/937... Discriminator Loss: 0.7650... Generator Loss: 2.3908 Epoch 8/25...progress:30.95%....step:290/937... Discriminator Loss: 1.1749... Generator Loss: 0.8099 Epoch 8/25...progress:32.02%....step:300/937... Discriminator Loss: 1.0178... Generator Loss: 0.8824 Epoch 8/25...progress:33.08%....step:310/937... Discriminator Loss: 0.6694... Generator Loss: 1.6728 Epoch 8/25...progress:34.15%....step:320/937... Discriminator Loss: 0.8771... Generator Loss: 1.0994 Epoch 8/25...progress:35.22%....step:330/937... Discriminator Loss: 1.1421... Generator Loss: 2.6869 Epoch 8/25...progress:36.29%....step:340/937... Discriminator Loss: 0.9098... Generator Loss: 0.9968 Epoch 8/25...progress:37.35%....step:350/937... Discriminator Loss: 1.0859... Generator Loss: 0.8131 Epoch 8/25...progress:38.42%....step:360/937... Discriminator Loss: 0.6412... Generator Loss: 1.7019 Epoch 8/25...progress:39.49%....step:370/937... Discriminator Loss: 1.0548... Generator Loss: 0.8571 Epoch 8/25...progress:40.55%....step:380/937... Discriminator Loss: 0.9689... Generator Loss: 1.0153 Epoch 8/25...progress:41.62%....step:390/937... Discriminator Loss: 0.7170... Generator Loss: 1.6269 Epoch 8/25...progress:42.69%....step:400/937... Discriminator Loss: 0.8800... Generator Loss: 2.1334
Epoch 8/25...progress:43.76%....step:410/937... Discriminator Loss: 1.1575... Generator Loss: 0.7496 Epoch 8/25...progress:44.82%....step:420/937... Discriminator Loss: 0.6393... Generator Loss: 1.6657 Epoch 8/25...progress:45.89%....step:430/937... Discriminator Loss: 1.1796... Generator Loss: 2.1623 Epoch 8/25...progress:46.96%....step:440/937... Discriminator Loss: 0.8612... Generator Loss: 1.1834 Epoch 8/25...progress:48.03%....step:450/937... Discriminator Loss: 0.8186... Generator Loss: 1.2419 Epoch 8/25...progress:49.09%....step:460/937... Discriminator Loss: 0.6667... Generator Loss: 1.8880 Epoch 8/25...progress:50.16%....step:470/937... Discriminator Loss: 1.5521... Generator Loss: 0.5045 Epoch 8/25...progress:51.23%....step:480/937... Discriminator Loss: 0.7381... Generator Loss: 1.4507 Epoch 8/25...progress:52.29%....step:490/937... Discriminator Loss: 1.1297... Generator Loss: 0.8275 Epoch 8/25...progress:53.36%....step:500/937... Discriminator Loss: 0.5497... Generator Loss: 2.1198 Epoch 8/25...progress:54.43%....step:510/937... Discriminator Loss: 1.2322... Generator Loss: 0.6234 Epoch 8/25...progress:55.50%....step:520/937... Discriminator Loss: 1.2162... Generator Loss: 0.6669 Epoch 8/25...progress:56.56%....step:530/937... Discriminator Loss: 0.8966... Generator Loss: 1.0879 Epoch 8/25...progress:57.63%....step:540/937... Discriminator Loss: 0.9725... Generator Loss: 1.0150 Epoch 8/25...progress:58.70%....step:550/937... Discriminator Loss: 1.0344... Generator Loss: 0.9187 Epoch 8/25...progress:59.77%....step:560/937... Discriminator Loss: 0.8454... Generator Loss: 1.8904 Epoch 8/25...progress:60.83%....step:570/937... Discriminator Loss: 0.9155... Generator Loss: 1.8849 Epoch 8/25...progress:61.90%....step:580/937... Discriminator Loss: 0.9708... Generator Loss: 0.9931 Epoch 8/25...progress:62.97%....step:590/937... Discriminator Loss: 0.7682... Generator Loss: 1.2404 Epoch 8/25...progress:64.03%....step:600/937... Discriminator Loss: 0.8052... Generator Loss: 1.3172
Epoch 8/25...progress:65.10%....step:610/937... Discriminator Loss: 1.2401... Generator Loss: 0.7030 Epoch 8/25...progress:66.17%....step:620/937... Discriminator Loss: 0.9198... Generator Loss: 1.0193 Epoch 8/25...progress:67.24%....step:630/937... Discriminator Loss: 1.0527... Generator Loss: 2.7023 Epoch 8/25...progress:68.30%....step:640/937... Discriminator Loss: 0.8696... Generator Loss: 1.1261 Epoch 8/25...progress:69.37%....step:650/937... Discriminator Loss: 0.8132... Generator Loss: 1.5589 Epoch 8/25...progress:70.44%....step:660/937... Discriminator Loss: 0.9791... Generator Loss: 0.9362 Epoch 8/25...progress:71.50%....step:670/937... Discriminator Loss: 1.0770... Generator Loss: 0.8747 Epoch 8/25...progress:72.57%....step:680/937... Discriminator Loss: 1.8276... Generator Loss: 3.6074 Epoch 8/25...progress:73.64%....step:690/937... Discriminator Loss: 0.9974... Generator Loss: 0.9802 Epoch 8/25...progress:74.71%....step:700/937... Discriminator Loss: 1.1151... Generator Loss: 0.8755 Epoch 8/25...progress:75.77%....step:710/937... Discriminator Loss: 0.6705... Generator Loss: 2.1657 Epoch 8/25...progress:76.84%....step:720/937... Discriminator Loss: 0.5520... Generator Loss: 1.9407 Epoch 8/25...progress:77.91%....step:730/937... Discriminator Loss: 1.8514... Generator Loss: 0.3433 Epoch 8/25...progress:78.98%....step:740/937... Discriminator Loss: 0.6603... Generator Loss: 1.9511 Epoch 8/25...progress:80.04%....step:750/937... Discriminator Loss: 1.1696... Generator Loss: 3.3814 Epoch 8/25...progress:81.11%....step:760/937... Discriminator Loss: 0.8017... Generator Loss: 2.2116 Epoch 8/25...progress:82.18%....step:770/937... Discriminator Loss: 0.9442... Generator Loss: 1.0787 Epoch 8/25...progress:83.24%....step:780/937... Discriminator Loss: 0.6133... Generator Loss: 1.9177 Epoch 8/25...progress:84.31%....step:790/937... Discriminator Loss: 1.2675... Generator Loss: 0.6599 Epoch 8/25...progress:85.38%....step:800/937... Discriminator Loss: 1.6728... Generator Loss: 0.4795
Epoch 8/25...progress:86.45%....step:810/937... Discriminator Loss: 1.0462... Generator Loss: 0.8334 Epoch 8/25...progress:87.51%....step:820/937... Discriminator Loss: 0.5876... Generator Loss: 2.0110 Epoch 8/25...progress:88.58%....step:830/937... Discriminator Loss: 0.9104... Generator Loss: 1.1790 Epoch 8/25...progress:89.65%....step:840/937... Discriminator Loss: 2.3657... Generator Loss: 0.2831 Epoch 8/25...progress:90.72%....step:850/937... Discriminator Loss: 0.9600... Generator Loss: 2.6650 Epoch 8/25...progress:91.78%....step:860/937... Discriminator Loss: 0.6261... Generator Loss: 3.2579 Epoch 8/25...progress:92.85%....step:870/937... Discriminator Loss: 0.8772... Generator Loss: 1.1510 Epoch 8/25...progress:93.92%....step:880/937... Discriminator Loss: 0.6504... Generator Loss: 1.8403 Epoch 8/25...progress:94.98%....step:890/937... Discriminator Loss: 1.4878... Generator Loss: 0.5167 Epoch 8/25...progress:96.05%....step:900/937... Discriminator Loss: 1.4453... Generator Loss: 0.5829 Epoch 8/25...progress:97.12%....step:910/937... Discriminator Loss: 1.1733... Generator Loss: 0.7333 Epoch 8/25...progress:98.19%....step:920/937... Discriminator Loss: 0.9061... Generator Loss: 1.0546 Epoch 8/25...progress:99.25%....step:930/937... Discriminator Loss: 1.0779... Generator Loss: 0.8655 STARTING epoch: 8 , steps: 937 ........ Epoch 9/25...progress:0.00%....step:0/937... Discriminator Loss: 0.9851... Generator Loss: 1.0095
Epoch 9/25...progress:1.07%....step:10/937... Discriminator Loss: 0.8488... Generator Loss: 1.1688 Epoch 9/25...progress:2.13%....step:20/937... Discriminator Loss: 1.6711... Generator Loss: 0.4822 Epoch 9/25...progress:3.20%....step:30/937... Discriminator Loss: 0.7912... Generator Loss: 1.4115 Epoch 9/25...progress:4.27%....step:40/937... Discriminator Loss: 0.7977... Generator Loss: 1.2890 Epoch 9/25...progress:5.34%....step:50/937... Discriminator Loss: 1.5010... Generator Loss: 0.4831 Epoch 9/25...progress:6.40%....step:60/937... Discriminator Loss: 1.2342... Generator Loss: 2.1808 Epoch 9/25...progress:7.47%....step:70/937... Discriminator Loss: 1.3611... Generator Loss: 0.5666 Epoch 9/25...progress:8.54%....step:80/937... Discriminator Loss: 0.9125... Generator Loss: 1.1056 Epoch 9/25...progress:9.61%....step:90/937... Discriminator Loss: 1.5309... Generator Loss: 0.4827 Epoch 9/25...progress:10.67%....step:100/937... Discriminator Loss: 0.9532... Generator Loss: 2.8669 Epoch 9/25...progress:11.74%....step:110/937... Discriminator Loss: 0.7920... Generator Loss: 1.4938 Epoch 9/25...progress:12.81%....step:120/937... Discriminator Loss: 1.2729... Generator Loss: 0.7164 Epoch 9/25...progress:13.87%....step:130/937... Discriminator Loss: 1.8817... Generator Loss: 0.3583 Epoch 9/25...progress:14.94%....step:140/937... Discriminator Loss: 0.9290... Generator Loss: 1.0767 Epoch 9/25...progress:16.01%....step:150/937... Discriminator Loss: 0.8504... Generator Loss: 1.2147 Epoch 9/25...progress:17.08%....step:160/937... Discriminator Loss: 1.0389... Generator Loss: 0.9110 Epoch 9/25...progress:18.14%....step:170/937... Discriminator Loss: 0.6536... Generator Loss: 1.6478 Epoch 9/25...progress:19.21%....step:180/937... Discriminator Loss: 0.9664... Generator Loss: 0.9369 Epoch 9/25...progress:20.28%....step:190/937... Discriminator Loss: 0.7236... Generator Loss: 1.5100 Epoch 9/25...progress:21.34%....step:200/937... Discriminator Loss: 1.0249... Generator Loss: 0.8661
Epoch 9/25...progress:22.41%....step:210/937... Discriminator Loss: 0.7568... Generator Loss: 1.3772 Epoch 9/25...progress:23.48%....step:220/937... Discriminator Loss: 0.6070... Generator Loss: 2.4078 Epoch 9/25...progress:24.55%....step:230/937... Discriminator Loss: 1.0736... Generator Loss: 0.8165 Epoch 9/25...progress:25.61%....step:240/937... Discriminator Loss: 0.7500... Generator Loss: 2.2005 Epoch 9/25...progress:26.68%....step:250/937... Discriminator Loss: 2.3737... Generator Loss: 0.2200 Epoch 9/25...progress:27.75%....step:260/937... Discriminator Loss: 1.1715... Generator Loss: 0.7628 Epoch 9/25...progress:28.82%....step:270/937... Discriminator Loss: 1.2613... Generator Loss: 3.2013 Epoch 9/25...progress:29.88%....step:280/937... Discriminator Loss: 0.7482... Generator Loss: 1.6874 Epoch 9/25...progress:30.95%....step:290/937... Discriminator Loss: 0.9886... Generator Loss: 0.9083 Epoch 9/25...progress:32.02%....step:300/937... Discriminator Loss: 1.5551... Generator Loss: 0.5551 Epoch 9/25...progress:33.08%....step:310/937... Discriminator Loss: 1.0907... Generator Loss: 0.8045 Epoch 9/25...progress:34.15%....step:320/937... Discriminator Loss: 0.6500... Generator Loss: 1.8814 Epoch 9/25...progress:35.22%....step:330/937... Discriminator Loss: 1.4668... Generator Loss: 0.5595 Epoch 9/25...progress:36.29%....step:340/937... Discriminator Loss: 1.0476... Generator Loss: 0.8627 Epoch 9/25...progress:37.35%....step:350/937... Discriminator Loss: 1.4121... Generator Loss: 0.6024 Epoch 9/25...progress:38.42%....step:360/937... Discriminator Loss: 0.7685... Generator Loss: 1.2588 Epoch 9/25...progress:39.49%....step:370/937... Discriminator Loss: 0.7954... Generator Loss: 1.4346 Epoch 9/25...progress:40.55%....step:380/937... Discriminator Loss: 0.7802... Generator Loss: 1.3104 Epoch 9/25...progress:41.62%....step:390/937... Discriminator Loss: 1.6983... Generator Loss: 0.4283 Epoch 9/25...progress:42.69%....step:400/937... Discriminator Loss: 1.5308... Generator Loss: 0.5083
Epoch 9/25...progress:43.76%....step:410/937... Discriminator Loss: 1.2032... Generator Loss: 0.7460 Epoch 9/25...progress:44.82%....step:420/937... Discriminator Loss: 0.7134... Generator Loss: 1.5236 Epoch 9/25...progress:45.89%....step:430/937... Discriminator Loss: 0.5879... Generator Loss: 2.4748 Epoch 9/25...progress:46.96%....step:440/937... Discriminator Loss: 0.9208... Generator Loss: 1.0865 Epoch 9/25...progress:48.03%....step:450/937... Discriminator Loss: 1.0727... Generator Loss: 0.8394 Epoch 9/25...progress:49.09%....step:460/937... Discriminator Loss: 0.8391... Generator Loss: 1.1178 Epoch 9/25...progress:50.16%....step:470/937... Discriminator Loss: 2.5250... Generator Loss: 0.1955 Epoch 9/25...progress:51.23%....step:480/937... Discriminator Loss: 0.8803... Generator Loss: 1.2055 Epoch 9/25...progress:52.29%....step:490/937... Discriminator Loss: 1.1508... Generator Loss: 0.7512 Epoch 9/25...progress:53.36%....step:500/937... Discriminator Loss: 0.8683... Generator Loss: 1.1441 Epoch 9/25...progress:54.43%....step:510/937... Discriminator Loss: 1.4160... Generator Loss: 0.5419 Epoch 9/25...progress:55.50%....step:520/937... Discriminator Loss: 0.9761... Generator Loss: 1.0200 Epoch 9/25...progress:56.56%....step:530/937... Discriminator Loss: 0.8198... Generator Loss: 1.2080 Epoch 9/25...progress:57.63%....step:540/937... Discriminator Loss: 0.8715... Generator Loss: 1.1455 Epoch 9/25...progress:58.70%....step:550/937... Discriminator Loss: 1.0109... Generator Loss: 0.9919 Epoch 9/25...progress:59.77%....step:560/937... Discriminator Loss: 1.0017... Generator Loss: 2.9597 Epoch 9/25...progress:60.83%....step:570/937... Discriminator Loss: 1.0315... Generator Loss: 2.3203 Epoch 9/25...progress:61.90%....step:580/937... Discriminator Loss: 0.7979... Generator Loss: 1.4885 Epoch 9/25...progress:62.97%....step:590/937... Discriminator Loss: 1.3225... Generator Loss: 0.6291 Epoch 9/25...progress:64.03%....step:600/937... Discriminator Loss: 0.9269... Generator Loss: 1.1323
Epoch 9/25...progress:65.10%....step:610/937... Discriminator Loss: 1.2510... Generator Loss: 0.8129 Epoch 9/25...progress:66.17%....step:620/937... Discriminator Loss: 1.1089... Generator Loss: 0.7706 Epoch 9/25...progress:67.24%....step:630/937... Discriminator Loss: 0.9197... Generator Loss: 1.1531 Epoch 9/25...progress:68.30%....step:640/937... Discriminator Loss: 1.2019... Generator Loss: 0.8009 Epoch 9/25...progress:69.37%....step:650/937... Discriminator Loss: 0.9972... Generator Loss: 1.8374 Epoch 9/25...progress:70.44%....step:660/937... Discriminator Loss: 0.5747... Generator Loss: 2.0377 Epoch 9/25...progress:71.50%....step:670/937... Discriminator Loss: 0.7950... Generator Loss: 1.7568 Epoch 9/25...progress:72.57%....step:680/937... Discriminator Loss: 0.7334... Generator Loss: 2.7117 Epoch 9/25...progress:73.64%....step:690/937... Discriminator Loss: 1.2055... Generator Loss: 0.7479 Epoch 9/25...progress:74.71%....step:700/937... Discriminator Loss: 1.6362... Generator Loss: 0.4689 Epoch 9/25...progress:75.77%....step:710/937... Discriminator Loss: 0.9458... Generator Loss: 2.8248 Epoch 9/25...progress:76.84%....step:720/937... Discriminator Loss: 0.7169... Generator Loss: 1.5143 Epoch 9/25...progress:77.91%....step:730/937... Discriminator Loss: 1.5177... Generator Loss: 0.5729 Epoch 9/25...progress:78.98%....step:740/937... Discriminator Loss: 0.7860... Generator Loss: 1.3060 Epoch 9/25...progress:80.04%....step:750/937... Discriminator Loss: 0.8252... Generator Loss: 1.3315 Epoch 9/25...progress:81.11%....step:760/937... Discriminator Loss: 0.7477... Generator Loss: 2.0130 Epoch 9/25...progress:82.18%....step:770/937... Discriminator Loss: 1.4617... Generator Loss: 0.6018 Epoch 9/25...progress:83.24%....step:780/937... Discriminator Loss: 0.8769... Generator Loss: 1.1825 Epoch 9/25...progress:84.31%....step:790/937... Discriminator Loss: 1.3657... Generator Loss: 0.5483 Epoch 9/25...progress:85.38%....step:800/937... Discriminator Loss: 1.1897... Generator Loss: 0.7997
Epoch 9/25...progress:86.45%....step:810/937... Discriminator Loss: 0.8644... Generator Loss: 1.2703 Epoch 9/25...progress:87.51%....step:820/937... Discriminator Loss: 0.8357... Generator Loss: 1.4042 Epoch 9/25...progress:88.58%....step:830/937... Discriminator Loss: 0.7956... Generator Loss: 1.2880 Epoch 9/25...progress:89.65%....step:840/937... Discriminator Loss: 1.8729... Generator Loss: 0.3370 Epoch 9/25...progress:90.72%....step:850/937... Discriminator Loss: 0.9251... Generator Loss: 1.1437 Epoch 9/25...progress:91.78%....step:860/937... Discriminator Loss: 0.5976... Generator Loss: 2.4397 Epoch 9/25...progress:92.85%....step:870/937... Discriminator Loss: 1.1945... Generator Loss: 0.7561 Epoch 9/25...progress:93.92%....step:880/937... Discriminator Loss: 0.7144... Generator Loss: 1.6739 Epoch 9/25...progress:94.98%....step:890/937... Discriminator Loss: 1.0464... Generator Loss: 0.8841 Epoch 9/25...progress:96.05%....step:900/937... Discriminator Loss: 1.2406... Generator Loss: 0.6849 Epoch 9/25...progress:97.12%....step:910/937... Discriminator Loss: 1.5420... Generator Loss: 0.4808 Epoch 9/25...progress:98.19%....step:920/937... Discriminator Loss: 0.7609... Generator Loss: 2.3225 Epoch 9/25...progress:99.25%....step:930/937... Discriminator Loss: 1.0164... Generator Loss: 1.0664 STARTING epoch: 9 , steps: 937 ........ Epoch 10/25...progress:0.00%....step:0/937... Discriminator Loss: 1.4147... Generator Loss: 0.5967
Epoch 10/25...progress:1.07%....step:10/937... Discriminator Loss: 1.2578... Generator Loss: 0.6978 Epoch 10/25...progress:2.13%....step:20/937... Discriminator Loss: 1.1562... Generator Loss: 0.7650 Epoch 10/25...progress:3.20%....step:30/937... Discriminator Loss: 1.0108... Generator Loss: 0.9542 Epoch 10/25...progress:4.27%....step:40/937... Discriminator Loss: 1.0746... Generator Loss: 0.9154 Epoch 10/25...progress:5.34%....step:50/937... Discriminator Loss: 2.0641... Generator Loss: 0.3488 Epoch 10/25...progress:6.40%....step:60/937... Discriminator Loss: 1.0592... Generator Loss: 0.8723 Epoch 10/25...progress:7.47%....step:70/937... Discriminator Loss: 2.6653... Generator Loss: 0.1946 Epoch 10/25...progress:8.54%....step:80/937... Discriminator Loss: 1.7770... Generator Loss: 0.5616 Epoch 10/25...progress:9.61%....step:90/937... Discriminator Loss: 0.8627... Generator Loss: 1.1478 Epoch 10/25...progress:10.67%....step:100/937... Discriminator Loss: 0.8311... Generator Loss: 1.4050 Epoch 10/25...progress:11.74%....step:110/937... Discriminator Loss: 1.0386... Generator Loss: 0.9389 Epoch 10/25...progress:12.81%....step:120/937... Discriminator Loss: 1.1883... Generator Loss: 0.7553 Epoch 10/25...progress:13.87%....step:130/937... Discriminator Loss: 1.4083... Generator Loss: 0.5934 Epoch 10/25...progress:14.94%....step:140/937... Discriminator Loss: 1.2108... Generator Loss: 0.7184 Epoch 10/25...progress:16.01%....step:150/937... Discriminator Loss: 0.8077... Generator Loss: 1.2298 Epoch 10/25...progress:17.08%....step:160/937... Discriminator Loss: 1.2093... Generator Loss: 0.8333 Epoch 10/25...progress:18.14%....step:170/937... Discriminator Loss: 0.6902... Generator Loss: 1.5561 Epoch 10/25...progress:19.21%....step:180/937... Discriminator Loss: 0.8154... Generator Loss: 1.4332 Epoch 10/25...progress:20.28%....step:190/937... Discriminator Loss: 1.0151... Generator Loss: 0.9166 Epoch 10/25...progress:21.34%....step:200/937... Discriminator Loss: 0.7442... Generator Loss: 1.4891
Epoch 10/25...progress:22.41%....step:210/937... Discriminator Loss: 0.7073... Generator Loss: 1.5187 Epoch 10/25...progress:23.48%....step:220/937... Discriminator Loss: 0.8802... Generator Loss: 1.1538 Epoch 10/25...progress:24.55%....step:230/937... Discriminator Loss: 0.9697... Generator Loss: 2.5402 Epoch 10/25...progress:25.61%....step:240/937... Discriminator Loss: 0.8583... Generator Loss: 2.0795 Epoch 10/25...progress:26.68%....step:250/937... Discriminator Loss: 1.1351... Generator Loss: 0.8313 Epoch 10/25...progress:27.75%....step:260/937... Discriminator Loss: 1.0206... Generator Loss: 0.9232 Epoch 10/25...progress:28.82%....step:270/937... Discriminator Loss: 0.8745... Generator Loss: 1.4920 Epoch 10/25...progress:29.88%....step:280/937... Discriminator Loss: 0.7200... Generator Loss: 1.4456 Epoch 10/25...progress:30.95%....step:290/937... Discriminator Loss: 1.3409... Generator Loss: 0.6553 Epoch 10/25...progress:32.02%....step:300/937... Discriminator Loss: 1.5793... Generator Loss: 0.5129 Epoch 10/25...progress:33.08%....step:310/937... Discriminator Loss: 0.8558... Generator Loss: 1.2085 Epoch 10/25...progress:34.15%....step:320/937... Discriminator Loss: 0.7490... Generator Loss: 1.4900 Epoch 10/25...progress:35.22%....step:330/937... Discriminator Loss: 1.3236... Generator Loss: 0.5859 Epoch 10/25...progress:36.29%....step:340/937... Discriminator Loss: 1.3998... Generator Loss: 0.5806 Epoch 10/25...progress:37.35%....step:350/937... Discriminator Loss: 1.2677... Generator Loss: 0.6371 Epoch 10/25...progress:38.42%....step:360/937... Discriminator Loss: 0.7385... Generator Loss: 1.3989 Epoch 10/25...progress:39.49%....step:370/937... Discriminator Loss: 0.5559... Generator Loss: 2.1174 Epoch 10/25...progress:40.55%....step:380/937... Discriminator Loss: 0.7239... Generator Loss: 1.5558 Epoch 10/25...progress:41.62%....step:390/937... Discriminator Loss: 0.6083... Generator Loss: 1.7944 Epoch 10/25...progress:42.69%....step:400/937... Discriminator Loss: 1.8667... Generator Loss: 3.3075
Epoch 10/25...progress:43.76%....step:410/937... Discriminator Loss: 0.8828... Generator Loss: 1.1486 Epoch 10/25...progress:44.82%....step:420/937... Discriminator Loss: 0.7067... Generator Loss: 2.0302 Epoch 10/25...progress:45.89%....step:430/937... Discriminator Loss: 0.7679... Generator Loss: 2.1201 Epoch 10/25...progress:46.96%....step:440/937... Discriminator Loss: 1.1206... Generator Loss: 0.8456 Epoch 10/25...progress:48.03%....step:450/937... Discriminator Loss: 0.9616... Generator Loss: 0.9908 Epoch 10/25...progress:49.09%....step:460/937... Discriminator Loss: 0.8447... Generator Loss: 1.3457 Epoch 10/25...progress:50.16%....step:470/937... Discriminator Loss: 1.4216... Generator Loss: 0.6024 Epoch 10/25...progress:51.23%....step:480/937... Discriminator Loss: 0.8410... Generator Loss: 1.1634 Epoch 10/25...progress:52.29%....step:490/937... Discriminator Loss: 0.9928... Generator Loss: 0.9716 Epoch 10/25...progress:53.36%....step:500/937... Discriminator Loss: 0.7212... Generator Loss: 1.6159 Epoch 10/25...progress:54.43%....step:510/937... Discriminator Loss: 1.7136... Generator Loss: 0.4232 Epoch 10/25...progress:55.50%....step:520/937... Discriminator Loss: 0.8788... Generator Loss: 1.1387 Epoch 10/25...progress:56.56%....step:530/937... Discriminator Loss: 0.6105... Generator Loss: 1.8311 Epoch 10/25...progress:57.63%....step:540/937... Discriminator Loss: 0.6938... Generator Loss: 1.5714 Epoch 10/25...progress:58.70%....step:550/937... Discriminator Loss: 1.3314... Generator Loss: 0.7271 Epoch 10/25...progress:59.77%....step:560/937... Discriminator Loss: 0.7458... Generator Loss: 1.3842 Epoch 10/25...progress:60.83%....step:570/937... Discriminator Loss: 0.6640... Generator Loss: 1.6962 Epoch 10/25...progress:61.90%....step:580/937... Discriminator Loss: 0.7346... Generator Loss: 1.4346 Epoch 10/25...progress:62.97%....step:590/937... Discriminator Loss: 0.9820... Generator Loss: 0.9513 Epoch 10/25...progress:64.03%....step:600/937... Discriminator Loss: 0.6958... Generator Loss: 1.4743
Epoch 10/25...progress:65.10%....step:610/937... Discriminator Loss: 0.8625... Generator Loss: 1.2640 Epoch 10/25...progress:66.17%....step:620/937... Discriminator Loss: 1.4252... Generator Loss: 0.5731 Epoch 10/25...progress:67.24%....step:630/937... Discriminator Loss: 0.8293... Generator Loss: 1.6315 Epoch 10/25...progress:68.30%....step:640/937... Discriminator Loss: 0.9672... Generator Loss: 0.9587 Epoch 10/25...progress:69.37%....step:650/937... Discriminator Loss: 0.9694... Generator Loss: 1.9255 Epoch 10/25...progress:70.44%....step:660/937... Discriminator Loss: 0.6490... Generator Loss: 1.6115 Epoch 10/25...progress:71.50%....step:670/937... Discriminator Loss: 0.9187... Generator Loss: 1.1586 Epoch 10/25...progress:72.57%....step:680/937... Discriminator Loss: 2.4996... Generator Loss: 4.7163 Epoch 10/25...progress:73.64%....step:690/937... Discriminator Loss: 0.8828... Generator Loss: 1.6980 Epoch 10/25...progress:74.71%....step:700/937... Discriminator Loss: 1.9136... Generator Loss: 0.3534 Epoch 10/25...progress:75.77%....step:710/937... Discriminator Loss: 0.8869... Generator Loss: 1.5436 Epoch 10/25...progress:76.84%....step:720/937... Discriminator Loss: 0.5525... Generator Loss: 2.0241 Epoch 10/25...progress:77.91%....step:730/937... Discriminator Loss: 1.1025... Generator Loss: 0.9030 Epoch 10/25...progress:78.98%....step:740/937... Discriminator Loss: 0.6396... Generator Loss: 1.6659 Epoch 10/25...progress:80.04%....step:750/937... Discriminator Loss: 0.7893... Generator Loss: 2.5550 Epoch 10/25...progress:81.11%....step:760/937... Discriminator Loss: 0.8350... Generator Loss: 1.2047 Epoch 10/25...progress:82.18%....step:770/937... Discriminator Loss: 1.6304... Generator Loss: 0.4914 Epoch 10/25...progress:83.24%....step:780/937... Discriminator Loss: 1.0888... Generator Loss: 0.9041 Epoch 10/25...progress:84.31%....step:790/937... Discriminator Loss: 1.3354... Generator Loss: 0.5842 Epoch 10/25...progress:85.38%....step:800/937... Discriminator Loss: 1.1217... Generator Loss: 0.7979
Epoch 10/25...progress:86.45%....step:810/937... Discriminator Loss: 0.8720... Generator Loss: 1.3196 Epoch 10/25...progress:87.51%....step:820/937... Discriminator Loss: 0.8912... Generator Loss: 1.2008 Epoch 10/25...progress:88.58%....step:830/937... Discriminator Loss: 0.8138... Generator Loss: 1.2203 Epoch 10/25...progress:89.65%....step:840/937... Discriminator Loss: 1.8475... Generator Loss: 0.4621 Epoch 10/25...progress:90.72%....step:850/937... Discriminator Loss: 0.9743... Generator Loss: 1.0583 Epoch 10/25...progress:91.78%....step:860/937... Discriminator Loss: 0.5406... Generator Loss: 2.5813 Epoch 10/25...progress:92.85%....step:870/937... Discriminator Loss: 1.0186... Generator Loss: 0.9611 Epoch 10/25...progress:93.92%....step:880/937... Discriminator Loss: 0.7510... Generator Loss: 1.6901 Epoch 10/25...progress:94.98%....step:890/937... Discriminator Loss: 0.9367... Generator Loss: 1.2310 Epoch 10/25...progress:96.05%....step:900/937... Discriminator Loss: 0.8218... Generator Loss: 1.2487 Epoch 10/25...progress:97.12%....step:910/937... Discriminator Loss: 1.2080... Generator Loss: 0.7008 Epoch 10/25...progress:98.19%....step:920/937... Discriminator Loss: 0.7542... Generator Loss: 2.6020 Epoch 10/25...progress:99.25%....step:930/937... Discriminator Loss: 0.8700... Generator Loss: 1.1398 STARTING epoch: 10 , steps: 937 ........ Epoch 11/25...progress:0.00%....step:0/937... Discriminator Loss: 1.2299... Generator Loss: 0.7079
Epoch 11/25...progress:1.07%....step:10/937... Discriminator Loss: 0.9087... Generator Loss: 1.0752 Epoch 11/25...progress:2.13%....step:20/937... Discriminator Loss: 1.1940... Generator Loss: 0.6918 Epoch 11/25...progress:3.20%....step:30/937... Discriminator Loss: 0.9430... Generator Loss: 1.0245 Epoch 11/25...progress:4.27%....step:40/937... Discriminator Loss: 0.7356... Generator Loss: 1.6161 Epoch 11/25...progress:5.34%....step:50/937... Discriminator Loss: 1.3191... Generator Loss: 0.6038 Epoch 11/25...progress:6.40%....step:60/937... Discriminator Loss: 1.4927... Generator Loss: 2.9524 Epoch 11/25...progress:7.47%....step:70/937... Discriminator Loss: 1.5797... Generator Loss: 0.5171 Epoch 11/25...progress:8.54%....step:80/937... Discriminator Loss: 0.8513... Generator Loss: 1.3227 Epoch 11/25...progress:9.61%....step:90/937... Discriminator Loss: 0.8485... Generator Loss: 1.1159 Epoch 11/25...progress:10.67%....step:100/937... Discriminator Loss: 0.8378... Generator Loss: 1.8813 Epoch 11/25...progress:11.74%....step:110/937... Discriminator Loss: 0.8180... Generator Loss: 1.7160 Epoch 11/25...progress:12.81%....step:120/937... Discriminator Loss: 1.2969... Generator Loss: 0.6197 Epoch 11/25...progress:13.87%....step:130/937... Discriminator Loss: 0.9806... Generator Loss: 0.9756 Epoch 11/25...progress:14.94%....step:140/937... Discriminator Loss: 0.8562... Generator Loss: 1.2082 Epoch 11/25...progress:16.01%....step:150/937... Discriminator Loss: 0.8393... Generator Loss: 1.3847 Epoch 11/25...progress:17.08%....step:160/937... Discriminator Loss: 1.0699... Generator Loss: 0.8618 Epoch 11/25...progress:18.14%....step:170/937... Discriminator Loss: 0.6806... Generator Loss: 1.4936 Epoch 11/25...progress:19.21%....step:180/937... Discriminator Loss: 0.7191... Generator Loss: 1.4969 Epoch 11/25...progress:20.28%....step:190/937... Discriminator Loss: 0.8053... Generator Loss: 1.3610 Epoch 11/25...progress:21.34%....step:200/937... Discriminator Loss: 0.6937... Generator Loss: 1.9311
Epoch 11/25...progress:22.41%....step:210/937... Discriminator Loss: 1.0034... Generator Loss: 0.9412 Epoch 11/25...progress:23.48%....step:220/937... Discriminator Loss: 1.0156... Generator Loss: 0.9332 Epoch 11/25...progress:24.55%....step:230/937... Discriminator Loss: 0.7066... Generator Loss: 1.4889 Epoch 11/25...progress:25.61%....step:240/937... Discriminator Loss: 0.8699... Generator Loss: 1.5843 Epoch 11/25...progress:26.68%....step:250/937... Discriminator Loss: 1.8504... Generator Loss: 0.3901 Epoch 11/25...progress:27.75%....step:260/937... Discriminator Loss: 1.0629... Generator Loss: 0.8773 Epoch 11/25...progress:28.82%....step:270/937... Discriminator Loss: 0.7773... Generator Loss: 2.6066 Epoch 11/25...progress:29.88%....step:280/937... Discriminator Loss: 1.1120... Generator Loss: 3.6798 Epoch 11/25...progress:30.95%....step:290/937... Discriminator Loss: 1.0983... Generator Loss: 0.8279 Epoch 11/25...progress:32.02%....step:300/937... Discriminator Loss: 0.9933... Generator Loss: 1.0260 Epoch 11/25...progress:33.08%....step:310/937... Discriminator Loss: 0.8183... Generator Loss: 1.2700 Epoch 11/25...progress:34.15%....step:320/937... Discriminator Loss: 1.1432... Generator Loss: 0.8189 Epoch 11/25...progress:35.22%....step:330/937... Discriminator Loss: 1.0926... Generator Loss: 0.8472 Epoch 11/25...progress:36.29%....step:340/937... Discriminator Loss: 0.7997... Generator Loss: 1.9273 Epoch 11/25...progress:37.35%....step:350/937... Discriminator Loss: 1.6275... Generator Loss: 0.5289 Epoch 11/25...progress:38.42%....step:360/937... Discriminator Loss: 0.8294... Generator Loss: 2.3721 Epoch 11/25...progress:39.49%....step:370/937... Discriminator Loss: 0.8646... Generator Loss: 1.2032 Epoch 11/25...progress:40.55%....step:380/937... Discriminator Loss: 0.7617... Generator Loss: 2.4564 Epoch 11/25...progress:41.62%....step:390/937... Discriminator Loss: 1.0896... Generator Loss: 0.8490 Epoch 11/25...progress:42.69%....step:400/937... Discriminator Loss: 1.7097... Generator Loss: 0.5458
Epoch 11/25...progress:43.76%....step:410/937... Discriminator Loss: 0.9799... Generator Loss: 1.0152 Epoch 11/25...progress:44.82%....step:420/937... Discriminator Loss: 0.6914... Generator Loss: 1.5057 Epoch 11/25...progress:45.89%....step:430/937... Discriminator Loss: 1.5866... Generator Loss: 0.4449 Epoch 11/25...progress:46.96%....step:440/937... Discriminator Loss: 0.8594... Generator Loss: 1.2014 Epoch 11/25...progress:48.03%....step:450/937... Discriminator Loss: 0.8220... Generator Loss: 1.2523 Epoch 11/25...progress:49.09%....step:460/937... Discriminator Loss: 0.8628... Generator Loss: 1.7630 Epoch 11/25...progress:50.16%....step:470/937... Discriminator Loss: 2.2141... Generator Loss: 0.3399 Epoch 11/25...progress:51.23%....step:480/937... Discriminator Loss: 0.8065... Generator Loss: 1.2747 Epoch 11/25...progress:52.29%....step:490/937... Discriminator Loss: 0.9022... Generator Loss: 1.2224 Epoch 11/25...progress:53.36%....step:500/937... Discriminator Loss: 0.6457... Generator Loss: 1.7438 Epoch 11/25...progress:54.43%....step:510/937... Discriminator Loss: 1.3618... Generator Loss: 0.6987 Epoch 11/25...progress:55.50%....step:520/937... Discriminator Loss: 1.1818... Generator Loss: 0.6977 Epoch 11/25...progress:56.56%....step:530/937... Discriminator Loss: 0.8573... Generator Loss: 1.1521 Epoch 11/25...progress:57.63%....step:540/937... Discriminator Loss: 1.0324... Generator Loss: 0.8773 Epoch 11/25...progress:58.70%....step:550/937... Discriminator Loss: 0.9338... Generator Loss: 1.0536 Epoch 11/25...progress:59.77%....step:560/937... Discriminator Loss: 0.8589... Generator Loss: 2.2562 Epoch 11/25...progress:60.83%....step:570/937... Discriminator Loss: 0.6869... Generator Loss: 1.7592 Epoch 11/25...progress:61.90%....step:580/937... Discriminator Loss: 0.8154... Generator Loss: 1.4455 Epoch 11/25...progress:62.97%....step:590/937... Discriminator Loss: 1.2565... Generator Loss: 0.6547 Epoch 11/25...progress:64.03%....step:600/937... Discriminator Loss: 0.8197... Generator Loss: 1.3413
Epoch 11/25...progress:65.10%....step:610/937... Discriminator Loss: 1.1979... Generator Loss: 0.7795 Epoch 11/25...progress:66.17%....step:620/937... Discriminator Loss: 1.0126... Generator Loss: 0.8850 Epoch 11/25...progress:67.24%....step:630/937... Discriminator Loss: 0.6826... Generator Loss: 1.8962 Epoch 11/25...progress:68.30%....step:640/937... Discriminator Loss: 1.0555... Generator Loss: 0.9126 Epoch 11/25...progress:69.37%....step:650/937... Discriminator Loss: 1.1750... Generator Loss: 2.4660 Epoch 11/25...progress:70.44%....step:660/937... Discriminator Loss: 0.6268... Generator Loss: 1.7553 Epoch 11/25...progress:71.50%....step:670/937... Discriminator Loss: 1.0953... Generator Loss: 3.0814 Epoch 11/25...progress:72.57%....step:680/937... Discriminator Loss: 0.9048... Generator Loss: 3.5606 Epoch 11/25...progress:73.64%....step:690/937... Discriminator Loss: 1.1171... Generator Loss: 0.7707 Epoch 11/25...progress:74.71%....step:700/937... Discriminator Loss: 1.6675... Generator Loss: 0.4395 Epoch 11/25...progress:75.77%....step:710/937... Discriminator Loss: 1.2301... Generator Loss: 0.7826 Epoch 11/25...progress:76.84%....step:720/937... Discriminator Loss: 0.7367... Generator Loss: 1.3308 Epoch 11/25...progress:77.91%....step:730/937... Discriminator Loss: 1.8176... Generator Loss: 0.4325 Epoch 11/25...progress:78.98%....step:740/937... Discriminator Loss: 0.7083... Generator Loss: 1.5124 Epoch 11/25...progress:80.04%....step:750/937... Discriminator Loss: 0.9668... Generator Loss: 0.9370 Epoch 11/25...progress:81.11%....step:760/937... Discriminator Loss: 0.9059... Generator Loss: 3.2686 Epoch 11/25...progress:82.18%....step:770/937... Discriminator Loss: 1.1189... Generator Loss: 0.8415 Epoch 11/25...progress:83.24%....step:780/937... Discriminator Loss: 0.8111... Generator Loss: 1.4194 Epoch 11/25...progress:84.31%....step:790/937... Discriminator Loss: 1.7916... Generator Loss: 0.4402 Epoch 11/25...progress:85.38%....step:800/937... Discriminator Loss: 1.0402... Generator Loss: 0.8769
Epoch 11/25...progress:86.45%....step:810/937... Discriminator Loss: 1.1523... Generator Loss: 0.9016 Epoch 11/25...progress:87.51%....step:820/937... Discriminator Loss: 0.9872... Generator Loss: 0.9129 Epoch 11/25...progress:88.58%....step:830/937... Discriminator Loss: 0.6838... Generator Loss: 1.5362 Epoch 11/25...progress:89.65%....step:840/937... Discriminator Loss: 1.9299... Generator Loss: 0.3873 Epoch 11/25...progress:90.72%....step:850/937... Discriminator Loss: 0.7144... Generator Loss: 1.7925 Epoch 11/25...progress:91.78%....step:860/937... Discriminator Loss: 0.6246... Generator Loss: 3.4204 Epoch 11/25...progress:92.85%....step:870/937... Discriminator Loss: 1.1736... Generator Loss: 0.7892 Epoch 11/25...progress:93.92%....step:880/937... Discriminator Loss: 0.7204... Generator Loss: 1.5772 Epoch 11/25...progress:94.98%....step:890/937... Discriminator Loss: 1.4783... Generator Loss: 0.4984 Epoch 11/25...progress:96.05%....step:900/937... Discriminator Loss: 0.9357... Generator Loss: 1.0686 Epoch 11/25...progress:97.12%....step:910/937... Discriminator Loss: 1.3732... Generator Loss: 0.5811 Epoch 11/25...progress:98.19%....step:920/937... Discriminator Loss: 0.5861... Generator Loss: 2.2037 Epoch 11/25...progress:99.25%....step:930/937... Discriminator Loss: 0.8668... Generator Loss: 2.0957 STARTING epoch: 11 , steps: 937 ........ Epoch 12/25...progress:0.00%....step:0/937... Discriminator Loss: 1.4272... Generator Loss: 0.5795
Epoch 12/25...progress:1.07%....step:10/937... Discriminator Loss: 0.9110... Generator Loss: 1.1032 Epoch 12/25...progress:2.13%....step:20/937... Discriminator Loss: 1.8300... Generator Loss: 0.3618 Epoch 12/25...progress:3.20%....step:30/937... Discriminator Loss: 0.8299... Generator Loss: 1.4602 Epoch 12/25...progress:4.27%....step:40/937... Discriminator Loss: 1.2364... Generator Loss: 2.7485 Epoch 12/25...progress:5.34%....step:50/937... Discriminator Loss: 1.7259... Generator Loss: 0.4345 Epoch 12/25...progress:6.40%....step:60/937... Discriminator Loss: 1.7842... Generator Loss: 0.4169 Epoch 12/25...progress:7.47%....step:70/937... Discriminator Loss: 1.7897... Generator Loss: 0.4082 Epoch 12/25...progress:8.54%....step:80/937... Discriminator Loss: 0.7182... Generator Loss: 1.4839 Epoch 12/25...progress:9.61%....step:90/937... Discriminator Loss: 0.9759... Generator Loss: 1.0086 Epoch 12/25...progress:10.67%....step:100/937... Discriminator Loss: 0.6801... Generator Loss: 1.8215 Epoch 12/25...progress:11.74%....step:110/937... Discriminator Loss: 0.8173... Generator Loss: 1.2576 Epoch 12/25...progress:12.81%....step:120/937... Discriminator Loss: 1.3049... Generator Loss: 0.6853 Epoch 12/25...progress:13.87%....step:130/937... Discriminator Loss: 1.2849... Generator Loss: 0.6544 Epoch 12/25...progress:14.94%....step:140/937... Discriminator Loss: 1.0099... Generator Loss: 0.8953 Epoch 12/25...progress:16.01%....step:150/937... Discriminator Loss: 0.9977... Generator Loss: 0.9805 Epoch 12/25...progress:17.08%....step:160/937... Discriminator Loss: 1.0620... Generator Loss: 0.9216 Epoch 12/25...progress:18.14%....step:170/937... Discriminator Loss: 0.7741... Generator Loss: 1.2434 Epoch 12/25...progress:19.21%....step:180/937... Discriminator Loss: 0.7911... Generator Loss: 1.3830 Epoch 12/25...progress:20.28%....step:190/937... Discriminator Loss: 0.7006... Generator Loss: 1.5612 Epoch 12/25...progress:21.34%....step:200/937... Discriminator Loss: 1.0235... Generator Loss: 0.9274
Epoch 12/25...progress:22.41%....step:210/937... Discriminator Loss: 0.5951... Generator Loss: 1.8075 Epoch 12/25...progress:23.48%....step:220/937... Discriminator Loss: 1.1091... Generator Loss: 0.8942 Epoch 12/25...progress:24.55%....step:230/937... Discriminator Loss: 1.3049... Generator Loss: 2.9129 Epoch 12/25...progress:25.61%....step:240/937... Discriminator Loss: 0.9818... Generator Loss: 1.3647 Epoch 12/25...progress:26.68%....step:250/937... Discriminator Loss: 1.4391... Generator Loss: 0.5659 Epoch 12/25...progress:27.75%....step:260/937... Discriminator Loss: 0.9765... Generator Loss: 0.9667 Epoch 12/25...progress:28.82%....step:270/937... Discriminator Loss: 0.5985... Generator Loss: 1.8833 Epoch 12/25...progress:29.88%....step:280/937... Discriminator Loss: 0.8315... Generator Loss: 1.3794 Epoch 12/25...progress:30.95%....step:290/937... Discriminator Loss: 1.0678... Generator Loss: 0.8690 Epoch 12/25...progress:32.02%....step:300/937... Discriminator Loss: 1.1699... Generator Loss: 0.8020 Epoch 12/25...progress:33.08%....step:310/937... Discriminator Loss: 0.6803... Generator Loss: 1.5076 Epoch 12/25...progress:34.15%....step:320/937... Discriminator Loss: 0.6851... Generator Loss: 1.6727 Epoch 12/25...progress:35.22%....step:330/937... Discriminator Loss: 1.0216... Generator Loss: 1.8083 Epoch 12/25...progress:36.29%....step:340/937... Discriminator Loss: 1.3984... Generator Loss: 0.5367 Epoch 12/25...progress:37.35%....step:350/937... Discriminator Loss: 1.6443... Generator Loss: 0.5038 Epoch 12/25...progress:38.42%....step:360/937... Discriminator Loss: 0.8596... Generator Loss: 1.2064 Epoch 12/25...progress:39.49%....step:370/937... Discriminator Loss: 0.8725... Generator Loss: 1.1515 Epoch 12/25...progress:40.55%....step:380/937... Discriminator Loss: 0.6412... Generator Loss: 1.9490 Epoch 12/25...progress:41.62%....step:390/937... Discriminator Loss: 1.1124... Generator Loss: 0.8665 Epoch 12/25...progress:42.69%....step:400/937... Discriminator Loss: 2.3498... Generator Loss: 0.2657
Epoch 12/25...progress:43.76%....step:410/937... Discriminator Loss: 1.3485... Generator Loss: 0.6159 Epoch 12/25...progress:44.82%....step:420/937... Discriminator Loss: 0.7510... Generator Loss: 1.3927 Epoch 12/25...progress:45.89%....step:430/937... Discriminator Loss: 0.7385... Generator Loss: 1.4432 Epoch 12/25...progress:46.96%....step:440/937... Discriminator Loss: 1.1498... Generator Loss: 0.7780 Epoch 12/25...progress:48.03%....step:450/937... Discriminator Loss: 1.7047... Generator Loss: 0.4795 Epoch 12/25...progress:49.09%....step:460/937... Discriminator Loss: 0.5899... Generator Loss: 1.9764 Epoch 12/25...progress:50.16%....step:470/937... Discriminator Loss: 2.2245... Generator Loss: 0.2564 Epoch 12/25...progress:51.23%....step:480/937... Discriminator Loss: 0.8337... Generator Loss: 1.2482 Epoch 12/25...progress:52.29%....step:490/937... Discriminator Loss: 0.7997... Generator Loss: 1.2949 Epoch 12/25...progress:53.36%....step:500/937... Discriminator Loss: 0.6950... Generator Loss: 1.4667 Epoch 12/25...progress:54.43%....step:510/937... Discriminator Loss: 2.0077... Generator Loss: 0.3570 Epoch 12/25...progress:55.50%....step:520/937... Discriminator Loss: 1.5603... Generator Loss: 0.4701 Epoch 12/25...progress:56.56%....step:530/937... Discriminator Loss: 0.7402... Generator Loss: 1.4806 Epoch 12/25...progress:57.63%....step:540/937... Discriminator Loss: 0.7726... Generator Loss: 1.2836 Epoch 12/25...progress:58.70%....step:550/937... Discriminator Loss: 1.0646... Generator Loss: 0.9052 Epoch 12/25...progress:59.77%....step:560/937... Discriminator Loss: 1.7876... Generator Loss: 0.5026 Epoch 12/25...progress:60.83%....step:570/937... Discriminator Loss: 1.3230... Generator Loss: 0.5846 Epoch 12/25...progress:61.90%....step:580/937... Discriminator Loss: 0.9618... Generator Loss: 0.9961 Epoch 12/25...progress:62.97%....step:590/937... Discriminator Loss: 0.7932... Generator Loss: 1.2608 Epoch 12/25...progress:64.03%....step:600/937... Discriminator Loss: 1.0003... Generator Loss: 1.0300
Epoch 12/25...progress:65.10%....step:610/937... Discriminator Loss: 0.7103... Generator Loss: 1.9541 Epoch 12/25...progress:66.17%....step:620/937... Discriminator Loss: 1.2072... Generator Loss: 0.7649 Epoch 12/25...progress:67.24%....step:630/937... Discriminator Loss: 0.7985... Generator Loss: 1.3109 Epoch 12/25...progress:68.30%....step:640/937... Discriminator Loss: 1.5491... Generator Loss: 0.5152 Epoch 12/25...progress:69.37%....step:650/937... Discriminator Loss: 0.8840... Generator Loss: 2.1699 Epoch 12/25...progress:70.44%....step:660/937... Discriminator Loss: 1.7045... Generator Loss: 0.5268 Epoch 12/25...progress:71.50%....step:670/937... Discriminator Loss: 1.3815... Generator Loss: 3.5212 Epoch 12/25...progress:72.57%....step:680/937... Discriminator Loss: 1.0322... Generator Loss: 2.7650 Epoch 12/25...progress:73.64%....step:690/937... Discriminator Loss: 0.8448... Generator Loss: 2.2689 Epoch 12/25...progress:74.71%....step:700/937... Discriminator Loss: 0.9544... Generator Loss: 1.0447 Epoch 12/25...progress:75.77%....step:710/937... Discriminator Loss: 1.3000... Generator Loss: 0.6956 Epoch 12/25...progress:76.84%....step:720/937... Discriminator Loss: 1.1019... Generator Loss: 0.7883 Epoch 12/25...progress:77.91%....step:730/937... Discriminator Loss: 1.3759... Generator Loss: 0.7415 Epoch 12/25...progress:78.98%....step:740/937... Discriminator Loss: 0.9459... Generator Loss: 1.1023 Epoch 12/25...progress:80.04%....step:750/937... Discriminator Loss: 0.8630... Generator Loss: 2.5418 Epoch 12/25...progress:81.11%....step:760/937... Discriminator Loss: 0.5639... Generator Loss: 2.1405 Epoch 12/25...progress:82.18%....step:770/937... Discriminator Loss: 1.7402... Generator Loss: 0.4398 Epoch 12/25...progress:83.24%....step:780/937... Discriminator Loss: 0.8338... Generator Loss: 1.3197 Epoch 12/25...progress:84.31%....step:790/937... Discriminator Loss: 1.0197... Generator Loss: 0.9754 Epoch 12/25...progress:85.38%....step:800/937... Discriminator Loss: 0.8138... Generator Loss: 1.2703
Epoch 12/25...progress:86.45%....step:810/937... Discriminator Loss: 1.1088... Generator Loss: 0.8107 Epoch 12/25...progress:87.51%....step:820/937... Discriminator Loss: 0.8039... Generator Loss: 1.3164 Epoch 12/25...progress:88.58%....step:830/937... Discriminator Loss: 1.6242... Generator Loss: 0.4539 Epoch 12/25...progress:89.65%....step:840/937... Discriminator Loss: 1.5916... Generator Loss: 0.5623 Epoch 12/25...progress:90.72%....step:850/937... Discriminator Loss: 0.6952... Generator Loss: 1.5808 Epoch 12/25...progress:91.78%....step:860/937... Discriminator Loss: 1.7041... Generator Loss: 4.8258 Epoch 12/25...progress:92.85%....step:870/937... Discriminator Loss: 1.0802... Generator Loss: 0.8606 Epoch 12/25...progress:93.92%....step:880/937... Discriminator Loss: 0.9857... Generator Loss: 2.4948 Epoch 12/25...progress:94.98%....step:890/937... Discriminator Loss: 0.8483... Generator Loss: 1.2806 Epoch 12/25...progress:96.05%....step:900/937... Discriminator Loss: 1.2049... Generator Loss: 0.7949 Epoch 12/25...progress:97.12%....step:910/937... Discriminator Loss: 1.2284... Generator Loss: 0.6986 Epoch 12/25...progress:98.19%....step:920/937... Discriminator Loss: 0.7511... Generator Loss: 1.3630 Epoch 12/25...progress:99.25%....step:930/937... Discriminator Loss: 0.9043... Generator Loss: 1.1855 STARTING epoch: 12 , steps: 937 ........ Epoch 13/25...progress:0.00%....step:0/937... Discriminator Loss: 1.4019... Generator Loss: 0.5721
Epoch 13/25...progress:1.07%....step:10/937... Discriminator Loss: 0.7569... Generator Loss: 1.7164 Epoch 13/25...progress:2.13%....step:20/937... Discriminator Loss: 1.6349... Generator Loss: 0.4794 Epoch 13/25...progress:3.20%....step:30/937... Discriminator Loss: 1.2129... Generator Loss: 0.7128 Epoch 13/25...progress:4.27%....step:40/937... Discriminator Loss: 1.0980... Generator Loss: 2.8819 Epoch 13/25...progress:5.34%....step:50/937... Discriminator Loss: 1.2134... Generator Loss: 0.6801 Epoch 13/25...progress:6.40%....step:60/937... Discriminator Loss: 0.9441... Generator Loss: 1.3905 Epoch 13/25...progress:7.47%....step:70/937... Discriminator Loss: 0.8767... Generator Loss: 1.2890 Epoch 13/25...progress:8.54%....step:80/937... Discriminator Loss: 0.6786... Generator Loss: 1.7257 Epoch 13/25...progress:9.61%....step:90/937... Discriminator Loss: 0.8615... Generator Loss: 1.2304 Epoch 13/25...progress:10.67%....step:100/937... Discriminator Loss: 0.6494... Generator Loss: 2.3211 Epoch 13/25...progress:11.74%....step:110/937... Discriminator Loss: 0.9012... Generator Loss: 1.0480 Epoch 13/25...progress:12.81%....step:120/937... Discriminator Loss: 1.2900... Generator Loss: 0.7241 Epoch 13/25...progress:13.87%....step:130/937... Discriminator Loss: 1.1649... Generator Loss: 0.8388 Epoch 13/25...progress:14.94%....step:140/937... Discriminator Loss: 0.9860... Generator Loss: 1.0863 Epoch 13/25...progress:16.01%....step:150/937... Discriminator Loss: 0.7201... Generator Loss: 1.5220 Epoch 13/25...progress:17.08%....step:160/937... Discriminator Loss: 1.0866... Generator Loss: 0.8972 Epoch 13/25...progress:18.14%....step:170/937... Discriminator Loss: 0.9316... Generator Loss: 1.0360 Epoch 13/25...progress:19.21%....step:180/937... Discriminator Loss: 0.8270... Generator Loss: 1.3351 Epoch 13/25...progress:20.28%....step:190/937... Discriminator Loss: 0.8770... Generator Loss: 1.1393 Epoch 13/25...progress:21.34%....step:200/937... Discriminator Loss: 0.6452... Generator Loss: 1.5957
Epoch 13/25...progress:22.41%....step:210/937... Discriminator Loss: 1.1585... Generator Loss: 0.8360 Epoch 13/25...progress:23.48%....step:220/937... Discriminator Loss: 1.0029... Generator Loss: 0.9963 Epoch 13/25...progress:24.55%....step:230/937... Discriminator Loss: 0.7385... Generator Loss: 1.3497 Epoch 13/25...progress:25.61%....step:240/937... Discriminator Loss: 0.8108... Generator Loss: 1.5337 Epoch 13/25...progress:26.68%....step:250/937... Discriminator Loss: 1.9718... Generator Loss: 0.5139 Epoch 13/25...progress:27.75%....step:260/937... Discriminator Loss: 1.3808... Generator Loss: 0.6421 Epoch 13/25...progress:28.82%....step:270/937... Discriminator Loss: 0.8211... Generator Loss: 2.2413 Epoch 13/25...progress:29.88%....step:280/937... Discriminator Loss: 0.8426... Generator Loss: 2.1428 Epoch 13/25...progress:30.95%....step:290/937... Discriminator Loss: 1.1477... Generator Loss: 0.8520 Epoch 13/25...progress:32.02%....step:300/937... Discriminator Loss: 1.0049... Generator Loss: 0.9951 Epoch 13/25...progress:33.08%....step:310/937... Discriminator Loss: 1.0115... Generator Loss: 0.9421 Epoch 13/25...progress:34.15%....step:320/937... Discriminator Loss: 0.8624... Generator Loss: 1.9616 Epoch 13/25...progress:35.22%....step:330/937... Discriminator Loss: 1.4678... Generator Loss: 0.5375 Epoch 13/25...progress:36.29%....step:340/937... Discriminator Loss: 1.5471... Generator Loss: 0.5881 Epoch 13/25...progress:37.35%....step:350/937... Discriminator Loss: 1.6552... Generator Loss: 0.4334 Epoch 13/25...progress:38.42%....step:360/937... Discriminator Loss: 0.8443... Generator Loss: 1.1769 Epoch 13/25...progress:39.49%....step:370/937... Discriminator Loss: 0.8062... Generator Loss: 1.2749 Epoch 13/25...progress:40.55%....step:380/937... Discriminator Loss: 0.9843... Generator Loss: 1.0663 Epoch 13/25...progress:41.62%....step:390/937... Discriminator Loss: 0.6276... Generator Loss: 1.7788 Epoch 13/25...progress:42.69%....step:400/937... Discriminator Loss: 1.6322... Generator Loss: 0.5363
Epoch 13/25...progress:43.76%....step:410/937... Discriminator Loss: 1.6663... Generator Loss: 0.5527 Epoch 13/25...progress:44.82%....step:420/937... Discriminator Loss: 0.6363... Generator Loss: 1.6955 Epoch 13/25...progress:45.89%....step:430/937... Discriminator Loss: 0.6792... Generator Loss: 1.9180 Epoch 13/25...progress:46.96%....step:440/937... Discriminator Loss: 1.2207... Generator Loss: 0.7321 Epoch 13/25...progress:48.03%....step:450/937... Discriminator Loss: 0.7462... Generator Loss: 1.3540 Epoch 13/25...progress:49.09%....step:460/937... Discriminator Loss: 0.9692... Generator Loss: 2.2657 Epoch 13/25...progress:50.16%....step:470/937... Discriminator Loss: 1.5995... Generator Loss: 3.5523 Epoch 13/25...progress:51.23%....step:480/937... Discriminator Loss: 0.9017... Generator Loss: 1.1032 Epoch 13/25...progress:52.29%....step:490/937... Discriminator Loss: 1.3812... Generator Loss: 0.6035 Epoch 13/25...progress:53.36%....step:500/937... Discriminator Loss: 0.8259... Generator Loss: 1.2156 Epoch 13/25...progress:54.43%....step:510/937... Discriminator Loss: 1.7258... Generator Loss: 0.4362 Epoch 13/25...progress:55.50%....step:520/937... Discriminator Loss: 1.1174... Generator Loss: 0.8065 Epoch 13/25...progress:56.56%....step:530/937... Discriminator Loss: 0.7546... Generator Loss: 1.4283 Epoch 13/25...progress:57.63%....step:540/937... Discriminator Loss: 0.8465... Generator Loss: 1.1929 Epoch 13/25...progress:58.70%....step:550/937... Discriminator Loss: 1.3338... Generator Loss: 0.5810 Epoch 13/25...progress:59.77%....step:560/937... Discriminator Loss: 1.7903... Generator Loss: 3.2909 Epoch 13/25...progress:60.83%....step:570/937... Discriminator Loss: 0.8554... Generator Loss: 1.2016 Epoch 13/25...progress:61.90%....step:580/937... Discriminator Loss: 0.8685... Generator Loss: 2.0542 Epoch 13/25...progress:62.97%....step:590/937... Discriminator Loss: 0.8266... Generator Loss: 1.3827 Epoch 13/25...progress:64.03%....step:600/937... Discriminator Loss: 0.8214... Generator Loss: 1.2901
Epoch 13/25...progress:65.10%....step:610/937... Discriminator Loss: 0.6852... Generator Loss: 1.5685 Epoch 13/25...progress:66.17%....step:620/937... Discriminator Loss: 1.0564... Generator Loss: 0.9067 Epoch 13/25...progress:67.24%....step:630/937... Discriminator Loss: 1.2817... Generator Loss: 0.6870 Epoch 13/25...progress:68.30%....step:640/937... Discriminator Loss: 0.9202... Generator Loss: 1.1233 Epoch 13/25...progress:69.37%....step:650/937... Discriminator Loss: 0.8602... Generator Loss: 1.7317 Epoch 13/25...progress:70.44%....step:660/937... Discriminator Loss: 0.9493... Generator Loss: 0.9922 Epoch 13/25...progress:71.50%....step:670/937... Discriminator Loss: 1.5029... Generator Loss: 3.6753 Epoch 13/25...progress:72.57%....step:680/937... Discriminator Loss: 1.6132... Generator Loss: 3.4962 Epoch 13/25...progress:73.64%....step:690/937... Discriminator Loss: 1.2347... Generator Loss: 0.6837 Epoch 13/25...progress:74.71%....step:700/937... Discriminator Loss: 1.5426... Generator Loss: 0.5231 Epoch 13/25...progress:75.77%....step:710/937... Discriminator Loss: 1.0242... Generator Loss: 0.8874 Epoch 13/25...progress:76.84%....step:720/937... Discriminator Loss: 0.6380... Generator Loss: 1.7186 Epoch 13/25...progress:77.91%....step:730/937... Discriminator Loss: 1.6647... Generator Loss: 0.4265 Epoch 13/25...progress:78.98%....step:740/937... Discriminator Loss: 0.9836... Generator Loss: 0.9500 Epoch 13/25...progress:80.04%....step:750/937... Discriminator Loss: 0.8004... Generator Loss: 1.8201 Epoch 13/25...progress:81.11%....step:760/937... Discriminator Loss: 0.8327... Generator Loss: 2.8167 Epoch 13/25...progress:82.18%....step:770/937... Discriminator Loss: 0.9212... Generator Loss: 1.1360 Epoch 13/25...progress:83.24%....step:780/937... Discriminator Loss: 1.1417... Generator Loss: 0.8356 Epoch 13/25...progress:84.31%....step:790/937... Discriminator Loss: 1.1318... Generator Loss: 0.7965 Epoch 13/25...progress:85.38%....step:800/937... Discriminator Loss: 0.7568... Generator Loss: 1.4165
Epoch 13/25...progress:86.45%....step:810/937... Discriminator Loss: 1.6819... Generator Loss: 0.5247 Epoch 13/25...progress:87.51%....step:820/937... Discriminator Loss: 0.9444... Generator Loss: 0.9945 Epoch 13/25...progress:88.58%....step:830/937... Discriminator Loss: 0.7870... Generator Loss: 1.3024 Epoch 13/25...progress:89.65%....step:840/937... Discriminator Loss: 2.4311... Generator Loss: 0.2374 Epoch 13/25...progress:90.72%....step:850/937... Discriminator Loss: 1.0534... Generator Loss: 0.8761 Epoch 13/25...progress:91.78%....step:860/937... Discriminator Loss: 0.4280... Generator Loss: 2.9558 Epoch 13/25...progress:92.85%....step:870/937... Discriminator Loss: 1.4999... Generator Loss: 0.5753 Epoch 13/25...progress:93.92%....step:880/937... Discriminator Loss: 1.1967... Generator Loss: 0.8712 Epoch 13/25...progress:94.98%....step:890/937... Discriminator Loss: 1.2968... Generator Loss: 0.6659 Epoch 13/25...progress:96.05%....step:900/937... Discriminator Loss: 0.8171... Generator Loss: 1.5370 Epoch 13/25...progress:97.12%....step:910/937... Discriminator Loss: 1.0794... Generator Loss: 0.7917 Epoch 13/25...progress:98.19%....step:920/937... Discriminator Loss: 0.8629... Generator Loss: 3.1062 Epoch 13/25...progress:99.25%....step:930/937... Discriminator Loss: 0.8436... Generator Loss: 1.7113 STARTING epoch: 13 , steps: 937 ........ Epoch 14/25...progress:0.00%....step:0/937... Discriminator Loss: 1.0233... Generator Loss: 0.9570
Epoch 14/25...progress:1.07%....step:10/937... Discriminator Loss: 0.8503... Generator Loss: 1.2342 Epoch 14/25...progress:2.13%....step:20/937... Discriminator Loss: 1.0394... Generator Loss: 1.1879 Epoch 14/25...progress:3.20%....step:30/937... Discriminator Loss: 1.2495... Generator Loss: 0.7038 Epoch 14/25...progress:4.27%....step:40/937... Discriminator Loss: 0.8067... Generator Loss: 1.3095 Epoch 14/25...progress:5.34%....step:50/937... Discriminator Loss: 2.0157... Generator Loss: 0.3249 Epoch 14/25...progress:6.40%....step:60/937... Discriminator Loss: 1.4133... Generator Loss: 0.5368 Epoch 14/25...progress:7.47%....step:70/937... Discriminator Loss: 1.1860... Generator Loss: 0.7146 Epoch 14/25...progress:8.54%....step:80/937... Discriminator Loss: 0.7172... Generator Loss: 1.5552 Epoch 14/25...progress:9.61%....step:90/937... Discriminator Loss: 1.1931... Generator Loss: 0.7522 Epoch 14/25...progress:10.67%....step:100/937... Discriminator Loss: 0.8737... Generator Loss: 1.6926 Epoch 14/25...progress:11.74%....step:110/937... Discriminator Loss: 0.8547... Generator Loss: 1.2164 Epoch 14/25...progress:12.81%....step:120/937... Discriminator Loss: 1.3162... Generator Loss: 0.6500 Epoch 14/25...progress:13.87%....step:130/937... Discriminator Loss: 1.2709... Generator Loss: 0.6542 Epoch 14/25...progress:14.94%....step:140/937... Discriminator Loss: 1.1096... Generator Loss: 0.8376 Epoch 14/25...progress:16.01%....step:150/937... Discriminator Loss: 0.9266... Generator Loss: 2.1560 Epoch 14/25...progress:17.08%....step:160/937... Discriminator Loss: 1.1480... Generator Loss: 0.8288 Epoch 14/25...progress:18.14%....step:170/937... Discriminator Loss: 0.7826... Generator Loss: 1.3064 Epoch 14/25...progress:19.21%....step:180/937... Discriminator Loss: 0.7671... Generator Loss: 1.8317 Epoch 14/25...progress:20.28%....step:190/937... Discriminator Loss: 0.7596... Generator Loss: 1.3448 Epoch 14/25...progress:21.34%....step:200/937... Discriminator Loss: 1.1227... Generator Loss: 0.8413
Epoch 14/25...progress:22.41%....step:210/937... Discriminator Loss: 0.8434... Generator Loss: 1.2762 Epoch 14/25...progress:23.48%....step:220/937... Discriminator Loss: 0.6641... Generator Loss: 1.7241 Epoch 14/25...progress:24.55%....step:230/937... Discriminator Loss: 0.8513... Generator Loss: 3.0681 Epoch 14/25...progress:25.61%....step:240/937... Discriminator Loss: 1.1287... Generator Loss: 2.0049 Epoch 14/25...progress:26.68%....step:250/937... Discriminator Loss: 1.1053... Generator Loss: 0.9963 Epoch 14/25...progress:27.75%....step:260/937... Discriminator Loss: 0.8856... Generator Loss: 1.1556 Epoch 14/25...progress:28.82%....step:270/937... Discriminator Loss: 0.6200... Generator Loss: 1.7268 Epoch 14/25...progress:29.88%....step:280/937... Discriminator Loss: 0.5102... Generator Loss: 3.0756 Epoch 14/25...progress:30.95%....step:290/937... Discriminator Loss: 1.0147... Generator Loss: 0.9898 Epoch 14/25...progress:32.02%....step:300/937... Discriminator Loss: 0.8360... Generator Loss: 1.2659 Epoch 14/25...progress:33.08%....step:310/937... Discriminator Loss: 0.8005... Generator Loss: 1.4255 Epoch 14/25...progress:34.15%....step:320/937... Discriminator Loss: 0.5999... Generator Loss: 2.5057 Epoch 14/25...progress:35.22%....step:330/937... Discriminator Loss: 1.6068... Generator Loss: 0.4917 Epoch 14/25...progress:36.29%....step:340/937... Discriminator Loss: 0.6194... Generator Loss: 1.8132 Epoch 14/25...progress:37.35%....step:350/937... Discriminator Loss: 1.0828... Generator Loss: 0.8965 Epoch 14/25...progress:38.42%....step:360/937... Discriminator Loss: 0.7026... Generator Loss: 2.4685 Epoch 14/25...progress:39.49%....step:370/937... Discriminator Loss: 0.7439... Generator Loss: 1.5179 Epoch 14/25...progress:40.55%....step:380/937... Discriminator Loss: 0.6665... Generator Loss: 1.6380 Epoch 14/25...progress:41.62%....step:390/937... Discriminator Loss: 0.5251... Generator Loss: 2.3526 Epoch 14/25...progress:42.69%....step:400/937... Discriminator Loss: 2.7411... Generator Loss: 0.2759
Epoch 14/25...progress:43.76%....step:410/937... Discriminator Loss: 1.6408... Generator Loss: 0.5644 Epoch 14/25...progress:44.82%....step:420/937... Discriminator Loss: 0.6292... Generator Loss: 1.7054 Epoch 14/25...progress:45.89%....step:430/937... Discriminator Loss: 0.8588... Generator Loss: 1.1401 Epoch 14/25...progress:46.96%....step:440/937... Discriminator Loss: 1.3231... Generator Loss: 0.6624 Epoch 14/25...progress:48.03%....step:450/937... Discriminator Loss: 1.5938... Generator Loss: 0.5664 Epoch 14/25...progress:49.09%....step:460/937... Discriminator Loss: 0.7407... Generator Loss: 1.6909 Epoch 14/25...progress:50.16%....step:470/937... Discriminator Loss: 1.0306... Generator Loss: 0.9966 Epoch 14/25...progress:51.23%....step:480/937... Discriminator Loss: 0.6759... Generator Loss: 1.9564 Epoch 14/25...progress:52.29%....step:490/937... Discriminator Loss: 0.7872... Generator Loss: 1.5206 Epoch 14/25...progress:53.36%....step:500/937... Discriminator Loss: 0.9430... Generator Loss: 0.9880 Epoch 14/25...progress:54.43%....step:510/937... Discriminator Loss: 1.6351... Generator Loss: 0.4959 Epoch 14/25...progress:55.50%....step:520/937... Discriminator Loss: 0.8800... Generator Loss: 1.2612 Epoch 14/25...progress:56.56%....step:530/937... Discriminator Loss: 0.5711... Generator Loss: 1.9312 Epoch 14/25...progress:57.63%....step:540/937... Discriminator Loss: 0.9082... Generator Loss: 1.1035 Epoch 14/25...progress:58.70%....step:550/937... Discriminator Loss: 1.2890... Generator Loss: 0.6976 Epoch 14/25...progress:59.77%....step:560/937... Discriminator Loss: 0.7425... Generator Loss: 1.9224 Epoch 14/25...progress:60.83%....step:570/937... Discriminator Loss: 0.7919... Generator Loss: 2.1587 Epoch 14/25...progress:61.90%....step:580/937... Discriminator Loss: 0.9832... Generator Loss: 0.9732 Epoch 14/25...progress:62.97%....step:590/937... Discriminator Loss: 0.9596... Generator Loss: 0.9958 Epoch 14/25...progress:64.03%....step:600/937... Discriminator Loss: 0.7256... Generator Loss: 1.4792
Epoch 14/25...progress:65.10%....step:610/937... Discriminator Loss: 0.7028... Generator Loss: 1.5341 Epoch 14/25...progress:66.17%....step:620/937... Discriminator Loss: 0.8106... Generator Loss: 1.2240 Epoch 14/25...progress:67.24%....step:630/937... Discriminator Loss: 0.7653... Generator Loss: 1.7504 Epoch 14/25...progress:68.30%....step:640/937... Discriminator Loss: 0.8659... Generator Loss: 1.2362 Epoch 14/25...progress:69.37%....step:650/937... Discriminator Loss: 0.8934... Generator Loss: 2.3179 Epoch 14/25...progress:70.44%....step:660/937... Discriminator Loss: 0.9201... Generator Loss: 1.0381 Epoch 14/25...progress:71.50%....step:670/937... Discriminator Loss: 1.9532... Generator Loss: 4.5204 Epoch 14/25...progress:72.57%....step:680/937... Discriminator Loss: 0.8602... Generator Loss: 2.3416 Epoch 14/25...progress:73.64%....step:690/937... Discriminator Loss: 0.9181... Generator Loss: 1.1263 Epoch 14/25...progress:74.71%....step:700/937... Discriminator Loss: 1.9371... Generator Loss: 0.3448 Epoch 14/25...progress:75.77%....step:710/937... Discriminator Loss: 1.1819... Generator Loss: 0.8063 Epoch 14/25...progress:76.84%....step:720/937... Discriminator Loss: 0.7128... Generator Loss: 1.5765 Epoch 14/25...progress:77.91%....step:730/937... Discriminator Loss: 1.6454... Generator Loss: 0.4580 Epoch 14/25...progress:78.98%....step:740/937... Discriminator Loss: 0.7839... Generator Loss: 1.3259 Epoch 14/25...progress:80.04%....step:750/937... Discriminator Loss: 0.9865... Generator Loss: 3.1615 Epoch 14/25...progress:81.11%....step:760/937... Discriminator Loss: 0.6466... Generator Loss: 1.6558 Epoch 14/25...progress:82.18%....step:770/937... Discriminator Loss: 1.3033... Generator Loss: 0.6698 Epoch 14/25...progress:83.24%....step:780/937... Discriminator Loss: 0.7914... Generator Loss: 1.4458 Epoch 14/25...progress:84.31%....step:790/937... Discriminator Loss: 1.0341... Generator Loss: 0.9531 Epoch 14/25...progress:85.38%....step:800/937... Discriminator Loss: 0.9839... Generator Loss: 0.9421
Epoch 14/25...progress:86.45%....step:810/937... Discriminator Loss: 0.7473... Generator Loss: 1.4273 Epoch 14/25...progress:87.51%....step:820/937... Discriminator Loss: 0.9359... Generator Loss: 1.0182 Epoch 14/25...progress:88.58%....step:830/937... Discriminator Loss: 0.7830... Generator Loss: 1.4137 Epoch 14/25...progress:89.65%....step:840/937... Discriminator Loss: 2.2739... Generator Loss: 0.2980 Epoch 14/25...progress:90.72%....step:850/937... Discriminator Loss: 0.7292... Generator Loss: 2.3542 Epoch 14/25...progress:91.78%....step:860/937... Discriminator Loss: 0.5666... Generator Loss: 1.9552 Epoch 14/25...progress:92.85%....step:870/937... Discriminator Loss: 1.2270... Generator Loss: 0.7923 Epoch 14/25...progress:93.92%....step:880/937... Discriminator Loss: 0.9998... Generator Loss: 0.9230 Epoch 14/25...progress:94.98%....step:890/937... Discriminator Loss: 1.0320... Generator Loss: 0.9015 Epoch 14/25...progress:96.05%....step:900/937... Discriminator Loss: 1.0632... Generator Loss: 0.8918 Epoch 14/25...progress:97.12%....step:910/937... Discriminator Loss: 1.0058... Generator Loss: 0.9717 Epoch 14/25...progress:98.19%....step:920/937... Discriminator Loss: 0.7316... Generator Loss: 1.6434 Epoch 14/25...progress:99.25%....step:930/937... Discriminator Loss: 0.6914... Generator Loss: 1.6260 STARTING epoch: 14 , steps: 937 ........ Epoch 15/25...progress:0.00%....step:0/937... Discriminator Loss: 0.9793... Generator Loss: 1.0066
Epoch 15/25...progress:1.07%....step:10/937... Discriminator Loss: 0.8601... Generator Loss: 1.1826 Epoch 15/25...progress:2.13%....step:20/937... Discriminator Loss: 2.3466... Generator Loss: 0.2192 Epoch 15/25...progress:3.20%....step:30/937... Discriminator Loss: 2.0673... Generator Loss: 0.3739 Epoch 15/25...progress:4.27%....step:40/937... Discriminator Loss: 0.7896... Generator Loss: 1.7200 Epoch 15/25...progress:5.34%....step:50/937... Discriminator Loss: 1.0943... Generator Loss: 0.8711 Epoch 15/25...progress:6.40%....step:60/937... Discriminator Loss: 1.1869... Generator Loss: 0.7950 Epoch 15/25...progress:7.47%....step:70/937... Discriminator Loss: 1.7694... Generator Loss: 0.4317 Epoch 15/25...progress:8.54%....step:80/937... Discriminator Loss: 0.7077... Generator Loss: 1.5586 Epoch 15/25...progress:9.61%....step:90/937... Discriminator Loss: 1.2192... Generator Loss: 0.7472 Epoch 15/25...progress:10.67%....step:100/937... Discriminator Loss: 0.6517... Generator Loss: 1.9969 Epoch 15/25...progress:11.74%....step:110/937... Discriminator Loss: 0.7527... Generator Loss: 2.1026 Epoch 15/25...progress:12.81%....step:120/937... Discriminator Loss: 1.4178... Generator Loss: 0.5892 Epoch 15/25...progress:13.87%....step:130/937... Discriminator Loss: 1.3881... Generator Loss: 0.5458 Epoch 15/25...progress:14.94%....step:140/937... Discriminator Loss: 1.6006... Generator Loss: 0.4936 Epoch 15/25...progress:16.01%....step:150/937... Discriminator Loss: 1.6000... Generator Loss: 0.5312 Epoch 15/25...progress:17.08%....step:160/937... Discriminator Loss: 0.6286... Generator Loss: 1.7166 Epoch 15/25...progress:18.14%....step:170/937... Discriminator Loss: 1.3006... Generator Loss: 0.6782 Epoch 15/25...progress:19.21%....step:180/937... Discriminator Loss: 0.9962... Generator Loss: 0.9689 Epoch 15/25...progress:20.28%....step:190/937... Discriminator Loss: 0.7038... Generator Loss: 1.5956 Epoch 15/25...progress:21.34%....step:200/937... Discriminator Loss: 0.9651... Generator Loss: 0.9807
Epoch 15/25...progress:22.41%....step:210/937... Discriminator Loss: 0.8041... Generator Loss: 1.3152 Epoch 15/25...progress:23.48%....step:220/937... Discriminator Loss: 0.6620... Generator Loss: 1.6443 Epoch 15/25...progress:24.55%....step:230/937... Discriminator Loss: 0.6613... Generator Loss: 1.5133 Epoch 15/25...progress:25.61%....step:240/937... Discriminator Loss: 0.8722... Generator Loss: 1.2447 Epoch 15/25...progress:26.68%....step:250/937... Discriminator Loss: 0.9314... Generator Loss: 1.1132 Epoch 15/25...progress:27.75%....step:260/937... Discriminator Loss: 1.1779... Generator Loss: 0.8212 Epoch 15/25...progress:28.82%....step:270/937... Discriminator Loss: 1.0247... Generator Loss: 2.1027 Epoch 15/25...progress:29.88%....step:280/937... Discriminator Loss: 0.6851... Generator Loss: 1.5508 Epoch 15/25...progress:30.95%....step:290/937... Discriminator Loss: 1.1755... Generator Loss: 0.7353 Epoch 15/25...progress:32.02%....step:300/937... Discriminator Loss: 0.7157... Generator Loss: 1.7306 Epoch 15/25...progress:33.08%....step:310/937... Discriminator Loss: 0.9716... Generator Loss: 0.9916 Epoch 15/25...progress:34.15%....step:320/937... Discriminator Loss: 0.9953... Generator Loss: 1.0878 Epoch 15/25...progress:35.22%....step:330/937... Discriminator Loss: 1.3976... Generator Loss: 2.6003 Epoch 15/25...progress:36.29%....step:340/937... Discriminator Loss: 1.2855... Generator Loss: 2.6160 Epoch 15/25...progress:37.35%....step:350/937... Discriminator Loss: 1.6631... Generator Loss: 0.4969 Epoch 15/25...progress:38.42%....step:360/937... Discriminator Loss: 0.7489... Generator Loss: 1.3892 Epoch 15/25...progress:39.49%....step:370/937... Discriminator Loss: 1.0643... Generator Loss: 0.8839 Epoch 15/25...progress:40.55%....step:380/937... Discriminator Loss: 0.8573... Generator Loss: 1.2109 Epoch 15/25...progress:41.62%....step:390/937... Discriminator Loss: 1.1319... Generator Loss: 0.8952 Epoch 15/25...progress:42.69%....step:400/937... Discriminator Loss: 1.1508... Generator Loss: 0.9010
Epoch 15/25...progress:43.76%....step:410/937... Discriminator Loss: 0.9087... Generator Loss: 1.1148 Epoch 15/25...progress:44.82%....step:420/937... Discriminator Loss: 0.6203... Generator Loss: 1.7550 Epoch 15/25...progress:45.89%....step:430/937... Discriminator Loss: 1.6972... Generator Loss: 0.5053 Epoch 15/25...progress:46.96%....step:440/937... Discriminator Loss: 0.9705... Generator Loss: 1.0366 Epoch 15/25...progress:48.03%....step:450/937... Discriminator Loss: 0.8138... Generator Loss: 1.3164 Epoch 15/25...progress:49.09%....step:460/937... Discriminator Loss: 0.8235... Generator Loss: 1.1478 Epoch 15/25...progress:50.16%....step:470/937... Discriminator Loss: 2.2618... Generator Loss: 0.3019 Epoch 15/25...progress:51.23%....step:480/937... Discriminator Loss: 1.1827... Generator Loss: 0.7653 Epoch 15/25...progress:52.29%....step:490/937... Discriminator Loss: 0.7105... Generator Loss: 1.7441 Epoch 15/25...progress:53.36%....step:500/937... Discriminator Loss: 0.8688... Generator Loss: 1.2029 Epoch 15/25...progress:54.43%....step:510/937... Discriminator Loss: 1.6666... Generator Loss: 0.5113 Epoch 15/25...progress:55.50%....step:520/937... Discriminator Loss: 1.6056... Generator Loss: 0.4506 Epoch 15/25...progress:56.56%....step:530/937... Discriminator Loss: 1.1094... Generator Loss: 0.9516 Epoch 15/25...progress:57.63%....step:540/937... Discriminator Loss: 1.0918... Generator Loss: 0.8180 Epoch 15/25...progress:58.70%....step:550/937... Discriminator Loss: 1.3353... Generator Loss: 0.7277 Epoch 15/25...progress:59.77%....step:560/937... Discriminator Loss: 0.8719... Generator Loss: 3.3993 Epoch 15/25...progress:60.83%....step:570/937... Discriminator Loss: 0.7939... Generator Loss: 2.0964 Epoch 15/25...progress:61.90%....step:580/937... Discriminator Loss: 0.8688... Generator Loss: 1.1599 Epoch 15/25...progress:62.97%....step:590/937... Discriminator Loss: 0.7878... Generator Loss: 1.3287 Epoch 15/25...progress:64.03%....step:600/937... Discriminator Loss: 0.6303... Generator Loss: 1.8437
Epoch 15/25...progress:65.10%....step:610/937... Discriminator Loss: 0.6204... Generator Loss: 1.9368 Epoch 15/25...progress:66.17%....step:620/937... Discriminator Loss: 1.2817... Generator Loss: 0.6477 Epoch 15/25...progress:67.24%....step:630/937... Discriminator Loss: 0.9268... Generator Loss: 1.0678 Epoch 15/25...progress:68.30%....step:640/937... Discriminator Loss: 0.9276... Generator Loss: 1.1106 Epoch 15/25...progress:69.37%....step:650/937... Discriminator Loss: 0.7524... Generator Loss: 2.4764 Epoch 15/25...progress:70.44%....step:660/937... Discriminator Loss: 1.2332... Generator Loss: 0.7337 Epoch 15/25...progress:71.50%....step:670/937... Discriminator Loss: 0.8017... Generator Loss: 1.2565 Epoch 15/25...progress:72.57%....step:680/937... Discriminator Loss: 1.6220... Generator Loss: 3.4790 Epoch 15/25...progress:73.64%....step:690/937... Discriminator Loss: 1.8328... Generator Loss: 0.4141 Epoch 15/25...progress:74.71%....step:700/937... Discriminator Loss: 1.3640... Generator Loss: 0.6038 Epoch 15/25...progress:75.77%....step:710/937... Discriminator Loss: 1.1704... Generator Loss: 0.7288 Epoch 15/25...progress:76.84%....step:720/937... Discriminator Loss: 0.7413... Generator Loss: 1.4059 Epoch 15/25...progress:77.91%....step:730/937... Discriminator Loss: 1.2177... Generator Loss: 0.6886 Epoch 15/25...progress:78.98%....step:740/937... Discriminator Loss: 1.1486... Generator Loss: 0.8314 Epoch 15/25...progress:80.04%....step:750/937... Discriminator Loss: 0.8471... Generator Loss: 2.2389 Epoch 15/25...progress:81.11%....step:760/937... Discriminator Loss: 0.6091... Generator Loss: 1.7698 Epoch 15/25...progress:82.18%....step:770/937... Discriminator Loss: 1.1118... Generator Loss: 0.9072 Epoch 15/25...progress:83.24%....step:780/937... Discriminator Loss: 0.7554... Generator Loss: 1.3959 Epoch 15/25...progress:84.31%....step:790/937... Discriminator Loss: 1.5792... Generator Loss: 0.5072 Epoch 15/25...progress:85.38%....step:800/937... Discriminator Loss: 1.1569... Generator Loss: 0.9312
Epoch 15/25...progress:86.45%....step:810/937... Discriminator Loss: 1.5941... Generator Loss: 3.5425 Epoch 15/25...progress:87.51%....step:820/937... Discriminator Loss: 0.8197... Generator Loss: 1.2325 Epoch 15/25...progress:88.58%....step:830/937... Discriminator Loss: 1.4540... Generator Loss: 0.5725 Epoch 15/25...progress:89.65%....step:840/937... Discriminator Loss: 2.0529... Generator Loss: 0.3459 Epoch 15/25...progress:90.72%....step:850/937... Discriminator Loss: 0.6141... Generator Loss: 1.9691 Epoch 15/25...progress:91.78%....step:860/937... Discriminator Loss: 0.6307... Generator Loss: 1.6613 Epoch 15/25...progress:92.85%....step:870/937... Discriminator Loss: 1.4100... Generator Loss: 0.5955 Epoch 15/25...progress:93.92%....step:880/937... Discriminator Loss: 0.7521... Generator Loss: 1.4327 Epoch 15/25...progress:94.98%....step:890/937... Discriminator Loss: 1.5980... Generator Loss: 0.4692 Epoch 15/25...progress:96.05%....step:900/937... Discriminator Loss: 1.0234... Generator Loss: 0.8660 Epoch 15/25...progress:97.12%....step:910/937... Discriminator Loss: 1.3874... Generator Loss: 0.5779 Epoch 15/25...progress:98.19%....step:920/937... Discriminator Loss: 0.7542... Generator Loss: 1.4328 Epoch 15/25...progress:99.25%....step:930/937... Discriminator Loss: 0.6672... Generator Loss: 2.2210 STARTING epoch: 15 , steps: 937 ........ Epoch 16/25...progress:0.00%....step:0/937... Discriminator Loss: 1.3860... Generator Loss: 0.6236
Epoch 16/25...progress:1.07%....step:10/937... Discriminator Loss: 0.6707... Generator Loss: 1.5986 Epoch 16/25...progress:2.13%....step:20/937... Discriminator Loss: 1.1121... Generator Loss: 0.8024 Epoch 16/25...progress:3.20%....step:30/937... Discriminator Loss: 0.9061... Generator Loss: 1.1172 Epoch 16/25...progress:4.27%....step:40/937... Discriminator Loss: 1.2595... Generator Loss: 0.8022 Epoch 16/25...progress:5.34%....step:50/937... Discriminator Loss: 2.3421... Generator Loss: 0.2423 Epoch 16/25...progress:6.40%....step:60/937... Discriminator Loss: 1.0612... Generator Loss: 0.8743 Epoch 16/25...progress:7.47%....step:70/937... Discriminator Loss: 1.5141... Generator Loss: 0.4890 Epoch 16/25...progress:8.54%....step:80/937... Discriminator Loss: 0.8416... Generator Loss: 1.2257 Epoch 16/25...progress:9.61%....step:90/937... Discriminator Loss: 1.2444... Generator Loss: 0.7591 Epoch 16/25...progress:10.67%....step:100/937... Discriminator Loss: 0.6973... Generator Loss: 2.0847 Epoch 16/25...progress:11.74%....step:110/937... Discriminator Loss: 1.0855... Generator Loss: 0.8251 Epoch 16/25...progress:12.81%....step:120/937... Discriminator Loss: 0.9915... Generator Loss: 0.9415 Epoch 16/25...progress:13.87%....step:130/937... Discriminator Loss: 1.4262... Generator Loss: 0.6052 Epoch 16/25...progress:14.94%....step:140/937... Discriminator Loss: 1.4270... Generator Loss: 0.6976 Epoch 16/25...progress:16.01%....step:150/937... Discriminator Loss: 0.7894... Generator Loss: 1.4186 Epoch 16/25...progress:17.08%....step:160/937... Discriminator Loss: 1.3038... Generator Loss: 0.5979 Epoch 16/25...progress:18.14%....step:170/937... Discriminator Loss: 0.8298... Generator Loss: 1.3539 Epoch 16/25...progress:19.21%....step:180/937... Discriminator Loss: 1.0528... Generator Loss: 0.9416 Epoch 16/25...progress:20.28%....step:190/937... Discriminator Loss: 0.5650... Generator Loss: 2.4700 Epoch 16/25...progress:21.34%....step:200/937... Discriminator Loss: 1.4736... Generator Loss: 0.6279
Epoch 16/25...progress:22.41%....step:210/937... Discriminator Loss: 0.7965... Generator Loss: 1.3481 Epoch 16/25...progress:23.48%....step:220/937... Discriminator Loss: 0.8865... Generator Loss: 1.1016 Epoch 16/25...progress:24.55%....step:230/937... Discriminator Loss: 0.5031... Generator Loss: 2.3182 Epoch 16/25...progress:25.61%....step:240/937... Discriminator Loss: 1.6935... Generator Loss: 0.4395 Epoch 16/25...progress:26.68%....step:250/937... Discriminator Loss: 2.0477... Generator Loss: 0.3347 Epoch 16/25...progress:27.75%....step:260/937... Discriminator Loss: 1.4613... Generator Loss: 0.5623 Epoch 16/25...progress:28.82%....step:270/937... Discriminator Loss: 0.7827... Generator Loss: 1.2684 Epoch 16/25...progress:29.88%....step:280/937... Discriminator Loss: 0.7434... Generator Loss: 2.3198 Epoch 16/25...progress:30.95%....step:290/937... Discriminator Loss: 1.1041... Generator Loss: 0.8394 Epoch 16/25...progress:32.02%....step:300/937... Discriminator Loss: 0.6350... Generator Loss: 2.3595 Epoch 16/25...progress:33.08%....step:310/937... Discriminator Loss: 0.8532... Generator Loss: 1.1457 Epoch 16/25...progress:34.15%....step:320/937... Discriminator Loss: 0.6544... Generator Loss: 1.5756 Epoch 16/25...progress:35.22%....step:330/937... Discriminator Loss: 1.7186... Generator Loss: 0.4321 Epoch 16/25...progress:36.29%....step:340/937... Discriminator Loss: 2.0838... Generator Loss: 0.3565 Epoch 16/25...progress:37.35%....step:350/937... Discriminator Loss: 1.5359... Generator Loss: 0.5476 Epoch 16/25...progress:38.42%....step:360/937... Discriminator Loss: 0.6505... Generator Loss: 1.6576 Epoch 16/25...progress:39.49%....step:370/937... Discriminator Loss: 0.8506... Generator Loss: 1.2095 Epoch 16/25...progress:40.55%....step:380/937... Discriminator Loss: 0.9161... Generator Loss: 1.0965 Epoch 16/25...progress:41.62%....step:390/937... Discriminator Loss: 1.1598... Generator Loss: 0.8154 Epoch 16/25...progress:42.69%....step:400/937... Discriminator Loss: 0.9637... Generator Loss: 1.0160
Epoch 16/25...progress:43.76%....step:410/937... Discriminator Loss: 0.6838... Generator Loss: 1.6373 Epoch 16/25...progress:44.82%....step:420/937... Discriminator Loss: 1.1599... Generator Loss: 0.8486 Epoch 16/25...progress:45.89%....step:430/937... Discriminator Loss: 0.8959... Generator Loss: 2.5487 Epoch 16/25...progress:46.96%....step:440/937... Discriminator Loss: 0.9355... Generator Loss: 1.0179 Epoch 16/25...progress:48.03%....step:450/937... Discriminator Loss: 1.1180... Generator Loss: 0.8072 Epoch 16/25...progress:49.09%....step:460/937... Discriminator Loss: 1.3063... Generator Loss: 0.6293 Epoch 16/25...progress:50.16%....step:470/937... Discriminator Loss: 2.1855... Generator Loss: 0.3214 Epoch 16/25...progress:51.23%....step:480/937... Discriminator Loss: 0.9349... Generator Loss: 1.1019 Epoch 16/25...progress:52.29%....step:490/937... Discriminator Loss: 2.1957... Generator Loss: 0.2612 Epoch 16/25...progress:53.36%....step:500/937... Discriminator Loss: 0.8089... Generator Loss: 1.2348 Epoch 16/25...progress:54.43%....step:510/937... Discriminator Loss: 1.3516... Generator Loss: 0.6766 Epoch 16/25...progress:55.50%....step:520/937... Discriminator Loss: 0.9812... Generator Loss: 0.9375 Epoch 16/25...progress:56.56%....step:530/937... Discriminator Loss: 0.6687... Generator Loss: 2.4737 Epoch 16/25...progress:57.63%....step:540/937... Discriminator Loss: 0.8843... Generator Loss: 1.0828 Epoch 16/25...progress:58.70%....step:550/937... Discriminator Loss: 1.9694... Generator Loss: 0.3949 Epoch 16/25...progress:59.77%....step:560/937... Discriminator Loss: 0.6448... Generator Loss: 2.0240 Epoch 16/25...progress:60.83%....step:570/937... Discriminator Loss: 0.7303... Generator Loss: 1.3418 Epoch 16/25...progress:61.90%....step:580/937... Discriminator Loss: 0.7903... Generator Loss: 1.2538 Epoch 16/25...progress:62.97%....step:590/937... Discriminator Loss: 0.8474... Generator Loss: 1.1730 Epoch 16/25...progress:64.03%....step:600/937... Discriminator Loss: 0.6939... Generator Loss: 1.5649
Epoch 16/25...progress:65.10%....step:610/937... Discriminator Loss: 1.6887... Generator Loss: 0.4813 Epoch 16/25...progress:66.17%....step:620/937... Discriminator Loss: 1.5405... Generator Loss: 0.5766 Epoch 16/25...progress:67.24%....step:630/937... Discriminator Loss: 0.8784... Generator Loss: 1.1221 Epoch 16/25...progress:68.30%....step:640/937... Discriminator Loss: 0.9090... Generator Loss: 1.1010 Epoch 16/25...progress:69.37%....step:650/937... Discriminator Loss: 0.8691... Generator Loss: 2.0721 Epoch 16/25...progress:70.44%....step:660/937... Discriminator Loss: 0.8574... Generator Loss: 1.2082 Epoch 16/25...progress:71.50%....step:670/937... Discriminator Loss: 0.9103... Generator Loss: 1.0546 Epoch 16/25...progress:72.57%....step:680/937... Discriminator Loss: 0.8972... Generator Loss: 3.3893 Epoch 16/25...progress:73.64%....step:690/937... Discriminator Loss: 1.4786... Generator Loss: 0.6524 Epoch 16/25...progress:74.71%....step:700/937... Discriminator Loss: 1.9435... Generator Loss: 0.3274 Epoch 16/25...progress:75.77%....step:710/937... Discriminator Loss: 1.2651... Generator Loss: 0.7274 Epoch 16/25...progress:76.84%....step:720/937... Discriminator Loss: 0.7977... Generator Loss: 1.2734 Epoch 16/25...progress:77.91%....step:730/937... Discriminator Loss: 1.1483... Generator Loss: 0.7663 Epoch 16/25...progress:78.98%....step:740/937... Discriminator Loss: 0.7043... Generator Loss: 1.5187 Epoch 16/25...progress:80.04%....step:750/937... Discriminator Loss: 0.8012... Generator Loss: 1.2950 Epoch 16/25...progress:81.11%....step:760/937... Discriminator Loss: 0.6409... Generator Loss: 1.8179 Epoch 16/25...progress:82.18%....step:770/937... Discriminator Loss: 0.8175... Generator Loss: 1.2937 Epoch 16/25...progress:83.24%....step:780/937... Discriminator Loss: 0.7886... Generator Loss: 1.5432 Epoch 16/25...progress:84.31%....step:790/937... Discriminator Loss: 1.4966... Generator Loss: 0.5401 Epoch 16/25...progress:85.38%....step:800/937... Discriminator Loss: 0.6501... Generator Loss: 1.6463
Epoch 16/25...progress:86.45%....step:810/937... Discriminator Loss: 1.0696... Generator Loss: 0.9007 Epoch 16/25...progress:87.51%....step:820/937... Discriminator Loss: 0.8227... Generator Loss: 1.1379 Epoch 16/25...progress:88.58%....step:830/937... Discriminator Loss: 0.6088... Generator Loss: 1.9932 Epoch 16/25...progress:89.65%....step:840/937... Discriminator Loss: 2.7776... Generator Loss: 0.2027 Epoch 16/25...progress:90.72%....step:850/937... Discriminator Loss: 1.4485... Generator Loss: 0.7759 Epoch 16/25...progress:91.78%....step:860/937... Discriminator Loss: 0.5110... Generator Loss: 2.4097 Epoch 16/25...progress:92.85%....step:870/937... Discriminator Loss: 1.3499... Generator Loss: 0.8635 Epoch 16/25...progress:93.92%....step:880/937... Discriminator Loss: 1.3323... Generator Loss: 0.6440 Epoch 16/25...progress:94.98%....step:890/937... Discriminator Loss: 0.7407... Generator Loss: 1.4274 Epoch 16/25...progress:96.05%....step:900/937... Discriminator Loss: 1.0271... Generator Loss: 0.8950 Epoch 16/25...progress:97.12%....step:910/937... Discriminator Loss: 1.1168... Generator Loss: 0.8230 Epoch 16/25...progress:98.19%....step:920/937... Discriminator Loss: 0.6408... Generator Loss: 1.7334 Epoch 16/25...progress:99.25%....step:930/937... Discriminator Loss: 0.8018... Generator Loss: 1.4439 STARTING epoch: 16 , steps: 937 ........ Epoch 17/25...progress:0.00%....step:0/937... Discriminator Loss: 0.9873... Generator Loss: 1.0170
Epoch 17/25...progress:1.07%....step:10/937... Discriminator Loss: 0.8501... Generator Loss: 2.7324 Epoch 17/25...progress:2.13%....step:20/937... Discriminator Loss: 1.7812... Generator Loss: 0.4502 Epoch 17/25...progress:3.20%....step:30/937... Discriminator Loss: 0.9232... Generator Loss: 1.3158 Epoch 17/25...progress:4.27%....step:40/937... Discriminator Loss: 0.8101... Generator Loss: 1.7387 Epoch 17/25...progress:5.34%....step:50/937... Discriminator Loss: 0.9993... Generator Loss: 0.9587 Epoch 17/25...progress:6.40%....step:60/937... Discriminator Loss: 1.4637... Generator Loss: 3.4110 Epoch 17/25...progress:7.47%....step:70/937... Discriminator Loss: 1.7235... Generator Loss: 0.4922 Epoch 17/25...progress:8.54%....step:80/937... Discriminator Loss: 0.8118... Generator Loss: 1.5331 Epoch 17/25...progress:9.61%....step:90/937... Discriminator Loss: 1.1656... Generator Loss: 0.7559 Epoch 17/25...progress:10.67%....step:100/937... Discriminator Loss: 0.7246... Generator Loss: 1.5108 Epoch 17/25...progress:11.74%....step:110/937... Discriminator Loss: 1.4888... Generator Loss: 0.5119 Epoch 17/25...progress:12.81%....step:120/937... Discriminator Loss: 1.0344... Generator Loss: 0.9232 Epoch 17/25...progress:13.87%....step:130/937... Discriminator Loss: 0.9605... Generator Loss: 0.9207 Epoch 17/25...progress:14.94%....step:140/937... Discriminator Loss: 1.1272... Generator Loss: 0.8030 Epoch 17/25...progress:16.01%....step:150/937... Discriminator Loss: 0.8503... Generator Loss: 1.4373 Epoch 17/25...progress:17.08%....step:160/937... Discriminator Loss: 1.1216... Generator Loss: 0.8915 Epoch 17/25...progress:18.14%....step:170/937... Discriminator Loss: 0.7655... Generator Loss: 1.4422 Epoch 17/25...progress:19.21%....step:180/937... Discriminator Loss: 0.7113... Generator Loss: 1.5647 Epoch 17/25...progress:20.28%....step:190/937... Discriminator Loss: 0.7254... Generator Loss: 1.8632 Epoch 17/25...progress:21.34%....step:200/937... Discriminator Loss: 0.6925... Generator Loss: 1.5900
Epoch 17/25...progress:22.41%....step:210/937... Discriminator Loss: 1.3736... Generator Loss: 0.6702 Epoch 17/25...progress:23.48%....step:220/937... Discriminator Loss: 1.2976... Generator Loss: 0.6954 Epoch 17/25...progress:24.55%....step:230/937... Discriminator Loss: 0.6505... Generator Loss: 1.8181 Epoch 17/25...progress:25.61%....step:240/937... Discriminator Loss: 0.7218... Generator Loss: 1.4882 Epoch 17/25...progress:26.68%....step:250/937... Discriminator Loss: 0.9451... Generator Loss: 1.0734 Epoch 17/25...progress:27.75%....step:260/937... Discriminator Loss: 1.4264... Generator Loss: 0.6429 Epoch 17/25...progress:28.82%....step:270/937... Discriminator Loss: 1.5376... Generator Loss: 0.5718 Epoch 17/25...progress:29.88%....step:280/937... Discriminator Loss: 0.7914... Generator Loss: 1.4127 Epoch 17/25...progress:30.95%....step:290/937... Discriminator Loss: 0.7629... Generator Loss: 1.5022 Epoch 17/25...progress:32.02%....step:300/937... Discriminator Loss: 1.8122... Generator Loss: 0.4846 Epoch 17/25...progress:33.08%....step:310/937... Discriminator Loss: 1.1576... Generator Loss: 0.9107 Epoch 17/25...progress:34.15%....step:320/937... Discriminator Loss: 0.8185... Generator Loss: 1.2980 Epoch 17/25...progress:35.22%....step:330/937... Discriminator Loss: 2.0577... Generator Loss: 0.2827 Epoch 17/25...progress:36.29%....step:340/937... Discriminator Loss: 0.9146... Generator Loss: 1.0510 Epoch 17/25...progress:37.35%....step:350/937... Discriminator Loss: 1.8456... Generator Loss: 0.3888 Epoch 17/25...progress:38.42%....step:360/937... Discriminator Loss: 0.6069... Generator Loss: 1.7169 Epoch 17/25...progress:39.49%....step:370/937... Discriminator Loss: 0.9225... Generator Loss: 2.7305 Epoch 17/25...progress:40.55%....step:380/937... Discriminator Loss: 0.7468... Generator Loss: 1.4480 Epoch 17/25...progress:41.62%....step:390/937... Discriminator Loss: 0.7102... Generator Loss: 1.4407 Epoch 17/25...progress:42.69%....step:400/937... Discriminator Loss: 0.9182... Generator Loss: 1.1064
Epoch 17/25...progress:43.76%....step:410/937... Discriminator Loss: 1.2138... Generator Loss: 0.8064 Epoch 17/25...progress:44.82%....step:420/937... Discriminator Loss: 0.6856... Generator Loss: 1.5515 Epoch 17/25...progress:45.89%....step:430/937... Discriminator Loss: 0.7320... Generator Loss: 1.5676 Epoch 17/25...progress:46.96%....step:440/937... Discriminator Loss: 1.1944... Generator Loss: 0.7662 Epoch 17/25...progress:48.03%....step:450/937... Discriminator Loss: 1.1254... Generator Loss: 0.7875 Epoch 17/25...progress:49.09%....step:460/937... Discriminator Loss: 0.8821... Generator Loss: 1.1165 Epoch 17/25...progress:50.16%....step:470/937... Discriminator Loss: 0.6592... Generator Loss: 1.9583 Epoch 17/25...progress:51.23%....step:480/937... Discriminator Loss: 0.7404... Generator Loss: 1.6167 Epoch 17/25...progress:52.29%....step:490/937... Discriminator Loss: 0.7573... Generator Loss: 2.6031 Epoch 17/25...progress:53.36%....step:500/937... Discriminator Loss: 1.0137... Generator Loss: 1.0030 Epoch 17/25...progress:54.43%....step:510/937... Discriminator Loss: 1.0768... Generator Loss: 0.9069 Epoch 17/25...progress:55.50%....step:520/937... Discriminator Loss: 1.7485... Generator Loss: 0.3876 Epoch 17/25...progress:56.56%....step:530/937... Discriminator Loss: 0.6481... Generator Loss: 1.8565 Epoch 17/25...progress:57.63%....step:540/937... Discriminator Loss: 0.9544... Generator Loss: 1.0950 Epoch 17/25...progress:58.70%....step:550/937... Discriminator Loss: 1.3592... Generator Loss: 0.6889 Epoch 17/25...progress:59.77%....step:560/937... Discriminator Loss: 0.7258... Generator Loss: 1.5094 Epoch 17/25...progress:60.83%....step:570/937... Discriminator Loss: 1.3981... Generator Loss: 0.6700 Epoch 17/25...progress:61.90%....step:580/937... Discriminator Loss: 1.1357... Generator Loss: 0.8277 Epoch 17/25...progress:62.97%....step:590/937... Discriminator Loss: 1.1175... Generator Loss: 0.8341 Epoch 17/25...progress:64.03%....step:600/937... Discriminator Loss: 0.7634... Generator Loss: 1.3821
Epoch 17/25...progress:65.10%....step:610/937... Discriminator Loss: 0.8078... Generator Loss: 1.3768 Epoch 17/25...progress:66.17%....step:620/937... Discriminator Loss: 0.7249... Generator Loss: 1.4134 Epoch 17/25...progress:67.24%....step:630/937... Discriminator Loss: 0.9550... Generator Loss: 2.6868 Epoch 17/25...progress:68.30%....step:640/937... Discriminator Loss: 0.7298... Generator Loss: 2.1875 Epoch 17/25...progress:69.37%....step:650/937... Discriminator Loss: 1.3756... Generator Loss: 2.9351 Epoch 17/25...progress:70.44%....step:660/937... Discriminator Loss: 1.3006... Generator Loss: 0.6962 Epoch 17/25...progress:71.50%....step:670/937... Discriminator Loss: 1.0129... Generator Loss: 0.9217 Epoch 17/25...progress:72.57%....step:680/937... Discriminator Loss: 1.0221... Generator Loss: 3.3080 Epoch 17/25...progress:73.64%....step:690/937... Discriminator Loss: 1.6530... Generator Loss: 2.8522 Epoch 17/25...progress:74.71%....step:700/937... Discriminator Loss: 0.9189... Generator Loss: 1.4198 Epoch 17/25...progress:75.77%....step:710/937... Discriminator Loss: 2.6253... Generator Loss: 0.2171 Epoch 17/25...progress:76.84%....step:720/937... Discriminator Loss: 1.0907... Generator Loss: 0.9093 Epoch 17/25...progress:77.91%....step:730/937... Discriminator Loss: 1.7378... Generator Loss: 0.4329 Epoch 17/25...progress:78.98%....step:740/937... Discriminator Loss: 0.8457... Generator Loss: 1.1453 Epoch 17/25...progress:80.04%....step:750/937... Discriminator Loss: 1.1124... Generator Loss: 0.8426 Epoch 17/25...progress:81.11%....step:760/937... Discriminator Loss: 0.6887... Generator Loss: 1.6301 Epoch 17/25...progress:82.18%....step:770/937... Discriminator Loss: 1.0843... Generator Loss: 0.9024 Epoch 17/25...progress:83.24%....step:780/937... Discriminator Loss: 0.6620... Generator Loss: 1.8332 Epoch 17/25...progress:84.31%....step:790/937... Discriminator Loss: 1.3145... Generator Loss: 0.6478 Epoch 17/25...progress:85.38%....step:800/937... Discriminator Loss: 0.7132... Generator Loss: 1.4575
Epoch 17/25...progress:86.45%....step:810/937... Discriminator Loss: 1.4862... Generator Loss: 0.5051 Epoch 17/25...progress:87.51%....step:820/937... Discriminator Loss: 0.8429... Generator Loss: 1.3931 Epoch 17/25...progress:88.58%....step:830/937... Discriminator Loss: 0.6451... Generator Loss: 1.7928 Epoch 17/25...progress:89.65%....step:840/937... Discriminator Loss: 2.3266... Generator Loss: 0.3058 Epoch 17/25...progress:90.72%....step:850/937... Discriminator Loss: 0.9580... Generator Loss: 2.0631 Epoch 17/25...progress:91.78%....step:860/937... Discriminator Loss: 0.5955... Generator Loss: 3.3838 Epoch 17/25...progress:92.85%....step:870/937... Discriminator Loss: 1.2213... Generator Loss: 0.8253 Epoch 17/25...progress:93.92%....step:880/937... Discriminator Loss: 0.7929... Generator Loss: 2.0329 Epoch 17/25...progress:94.98%....step:890/937... Discriminator Loss: 1.5001... Generator Loss: 0.5869 Epoch 17/25...progress:96.05%....step:900/937... Discriminator Loss: 1.2820... Generator Loss: 0.7434 Epoch 17/25...progress:97.12%....step:910/937... Discriminator Loss: 1.4954... Generator Loss: 0.5108 Epoch 17/25...progress:98.19%....step:920/937... Discriminator Loss: 0.7304... Generator Loss: 1.4047 Epoch 17/25...progress:99.25%....step:930/937... Discriminator Loss: 0.9164... Generator Loss: 1.1192 STARTING epoch: 17 , steps: 937 ........ Epoch 18/25...progress:0.00%....step:0/937... Discriminator Loss: 1.5257... Generator Loss: 0.5690
Epoch 18/25...progress:1.07%....step:10/937... Discriminator Loss: 1.0796... Generator Loss: 0.8717 Epoch 18/25...progress:2.13%....step:20/937... Discriminator Loss: 0.8713... Generator Loss: 1.6993 Epoch 18/25...progress:3.20%....step:30/937... Discriminator Loss: 1.4471... Generator Loss: 0.6122 Epoch 18/25...progress:4.27%....step:40/937... Discriminator Loss: 1.3324... Generator Loss: 0.6620 Epoch 18/25...progress:5.34%....step:50/937... Discriminator Loss: 1.1628... Generator Loss: 0.7149 Epoch 18/25...progress:6.40%....step:60/937... Discriminator Loss: 1.0109... Generator Loss: 1.9628 Epoch 18/25...progress:7.47%....step:70/937... Discriminator Loss: 1.0538... Generator Loss: 0.9076 Epoch 18/25...progress:8.54%....step:80/937... Discriminator Loss: 0.7205... Generator Loss: 1.4650 Epoch 18/25...progress:9.61%....step:90/937... Discriminator Loss: 1.1262... Generator Loss: 0.7622 Epoch 18/25...progress:10.67%....step:100/937... Discriminator Loss: 0.7321... Generator Loss: 2.1444 Epoch 18/25...progress:11.74%....step:110/937... Discriminator Loss: 1.2269... Generator Loss: 0.7725 Epoch 18/25...progress:12.81%....step:120/937... Discriminator Loss: 1.1910... Generator Loss: 0.8186 Epoch 18/25...progress:13.87%....step:130/937... Discriminator Loss: 1.7406... Generator Loss: 0.4485 Epoch 18/25...progress:14.94%....step:140/937... Discriminator Loss: 0.9584... Generator Loss: 0.9473 Epoch 18/25...progress:16.01%....step:150/937... Discriminator Loss: 0.8343... Generator Loss: 1.5319 Epoch 18/25...progress:17.08%....step:160/937... Discriminator Loss: 0.9663... Generator Loss: 1.0312 Epoch 18/25...progress:18.14%....step:170/937... Discriminator Loss: 1.0213... Generator Loss: 2.8353 Epoch 18/25...progress:19.21%....step:180/937... Discriminator Loss: 1.0458... Generator Loss: 0.8720 Epoch 18/25...progress:20.28%....step:190/937... Discriminator Loss: 0.9983... Generator Loss: 0.9777 Epoch 18/25...progress:21.34%....step:200/937... Discriminator Loss: 0.7511... Generator Loss: 1.3020
Epoch 18/25...progress:22.41%....step:210/937... Discriminator Loss: 0.7689... Generator Loss: 1.3946 Epoch 18/25...progress:23.48%....step:220/937... Discriminator Loss: 0.6016... Generator Loss: 2.2010 Epoch 18/25...progress:24.55%....step:230/937... Discriminator Loss: 0.6482... Generator Loss: 1.7609 Epoch 18/25...progress:25.61%....step:240/937... Discriminator Loss: 0.9782... Generator Loss: 0.9710 Epoch 18/25...progress:26.68%....step:250/937... Discriminator Loss: 1.6544... Generator Loss: 0.4960 Epoch 18/25...progress:27.75%....step:260/937... Discriminator Loss: 1.0996... Generator Loss: 0.7837 Epoch 18/25...progress:28.82%....step:270/937... Discriminator Loss: 0.6125... Generator Loss: 2.6275 Epoch 18/25...progress:29.88%....step:280/937... Discriminator Loss: 0.7227... Generator Loss: 2.2353 Epoch 18/25...progress:30.95%....step:290/937... Discriminator Loss: 1.3619... Generator Loss: 0.8084 Epoch 18/25...progress:32.02%....step:300/937... Discriminator Loss: 1.9098... Generator Loss: 0.4332 Epoch 18/25...progress:33.08%....step:310/937... Discriminator Loss: 0.8314... Generator Loss: 1.7751 Epoch 18/25...progress:34.15%....step:320/937... Discriminator Loss: 1.6927... Generator Loss: 0.5171 Epoch 18/25...progress:35.22%....step:330/937... Discriminator Loss: 1.5300... Generator Loss: 0.4868 Epoch 18/25...progress:36.29%....step:340/937... Discriminator Loss: 1.4982... Generator Loss: 0.5108 Epoch 18/25...progress:37.35%....step:350/937... Discriminator Loss: 1.1955... Generator Loss: 0.8049 Epoch 18/25...progress:38.42%....step:360/937... Discriminator Loss: 0.7585... Generator Loss: 1.3588 Epoch 18/25...progress:39.49%....step:370/937... Discriminator Loss: 0.7017... Generator Loss: 1.5280 Epoch 18/25...progress:40.55%....step:380/937... Discriminator Loss: 0.9171... Generator Loss: 1.0798 Epoch 18/25...progress:41.62%....step:390/937... Discriminator Loss: 0.7128... Generator Loss: 1.5952 Epoch 18/25...progress:42.69%....step:400/937... Discriminator Loss: 1.3273... Generator Loss: 0.7772
Epoch 18/25...progress:43.76%....step:410/937... Discriminator Loss: 1.5555... Generator Loss: 0.5652 Epoch 18/25...progress:44.82%....step:420/937... Discriminator Loss: 0.8191... Generator Loss: 1.2799 Epoch 18/25...progress:45.89%....step:430/937... Discriminator Loss: 0.8460... Generator Loss: 1.3378 Epoch 18/25...progress:46.96%....step:440/937... Discriminator Loss: 1.1595... Generator Loss: 0.7738 Epoch 18/25...progress:48.03%....step:450/937... Discriminator Loss: 1.2776... Generator Loss: 0.7418 Epoch 18/25...progress:49.09%....step:460/937... Discriminator Loss: 1.1824... Generator Loss: 0.8845 Epoch 18/25...progress:50.16%....step:470/937... Discriminator Loss: 1.1260... Generator Loss: 0.8600 Epoch 18/25...progress:51.23%....step:480/937... Discriminator Loss: 0.8416... Generator Loss: 1.2606 Epoch 18/25...progress:52.29%....step:490/937... Discriminator Loss: 0.8147... Generator Loss: 1.3366 Epoch 18/25...progress:53.36%....step:500/937... Discriminator Loss: 0.7677... Generator Loss: 1.4163 Epoch 18/25...progress:54.43%....step:510/937... Discriminator Loss: 1.7903... Generator Loss: 0.4253 Epoch 18/25...progress:55.50%....step:520/937... Discriminator Loss: 0.7563... Generator Loss: 1.5871 Epoch 18/25...progress:56.56%....step:530/937... Discriminator Loss: 0.6213... Generator Loss: 1.8154 Epoch 18/25...progress:57.63%....step:540/937... Discriminator Loss: 0.6845... Generator Loss: 1.6727 Epoch 18/25...progress:58.70%....step:550/937... Discriminator Loss: 1.2088... Generator Loss: 0.7802 Epoch 18/25...progress:59.77%....step:560/937... Discriminator Loss: 0.6822... Generator Loss: 1.5705 Epoch 18/25...progress:60.83%....step:570/937... Discriminator Loss: 0.9092... Generator Loss: 1.0508 Epoch 18/25...progress:61.90%....step:580/937... Discriminator Loss: 0.8379... Generator Loss: 1.1062 Epoch 18/25...progress:62.97%....step:590/937... Discriminator Loss: 0.5397... Generator Loss: 2.0277 Epoch 18/25...progress:64.03%....step:600/937... Discriminator Loss: 0.7183... Generator Loss: 2.1028
Epoch 18/25...progress:65.10%....step:610/937... Discriminator Loss: 0.8061... Generator Loss: 1.3114 Epoch 18/25...progress:66.17%....step:620/937... Discriminator Loss: 1.4137... Generator Loss: 0.6912 Epoch 18/25...progress:67.24%....step:630/937... Discriminator Loss: 0.7790... Generator Loss: 1.7467 Epoch 18/25...progress:68.30%....step:640/937... Discriminator Loss: 0.8849... Generator Loss: 1.2250 Epoch 18/25...progress:69.37%....step:650/937... Discriminator Loss: 0.8540... Generator Loss: 2.2225 Epoch 18/25...progress:70.44%....step:660/937... Discriminator Loss: 0.9742... Generator Loss: 1.0094 Epoch 18/25...progress:71.50%....step:670/937... Discriminator Loss: 0.8651... Generator Loss: 2.3248 Epoch 18/25...progress:72.57%....step:680/937... Discriminator Loss: 1.5719... Generator Loss: 4.1544 Epoch 18/25...progress:73.64%....step:690/937... Discriminator Loss: 1.0617... Generator Loss: 2.6900 Epoch 18/25...progress:74.71%....step:700/937... Discriminator Loss: 1.9844... Generator Loss: 0.3210 Epoch 18/25...progress:75.77%....step:710/937... Discriminator Loss: 1.2896... Generator Loss: 0.6749 Epoch 18/25...progress:76.84%....step:720/937... Discriminator Loss: 0.8156... Generator Loss: 1.3680 Epoch 18/25...progress:77.91%....step:730/937... Discriminator Loss: 1.7951... Generator Loss: 0.4716 Epoch 18/25...progress:78.98%....step:740/937... Discriminator Loss: 0.7287... Generator Loss: 1.4529 Epoch 18/25...progress:80.04%....step:750/937... Discriminator Loss: 0.8503... Generator Loss: 2.4159 Epoch 18/25...progress:81.11%....step:760/937... Discriminator Loss: 0.7165... Generator Loss: 1.5009 Epoch 18/25...progress:82.18%....step:770/937... Discriminator Loss: 0.9942... Generator Loss: 0.9981 Epoch 18/25...progress:83.24%....step:780/937... Discriminator Loss: 0.7768... Generator Loss: 2.9682 Epoch 18/25...progress:84.31%....step:790/937... Discriminator Loss: 1.3534... Generator Loss: 0.7085 Epoch 18/25...progress:85.38%....step:800/937... Discriminator Loss: 1.3881... Generator Loss: 0.5839
Epoch 18/25...progress:86.45%....step:810/937... Discriminator Loss: 0.9356... Generator Loss: 1.0769 Epoch 18/25...progress:87.51%....step:820/937... Discriminator Loss: 0.9098... Generator Loss: 1.0704 Epoch 18/25...progress:88.58%....step:830/937... Discriminator Loss: 0.6377... Generator Loss: 1.7277 Epoch 18/25...progress:89.65%....step:840/937... Discriminator Loss: 2.4778... Generator Loss: 0.2580 Epoch 18/25...progress:90.72%....step:850/937... Discriminator Loss: 0.7217... Generator Loss: 1.4439 Epoch 18/25...progress:91.78%....step:860/937... Discriminator Loss: 0.4657... Generator Loss: 2.6308 Epoch 18/25...progress:92.85%....step:870/937... Discriminator Loss: 0.6946... Generator Loss: 1.7088 Epoch 18/25...progress:93.92%....step:880/937... Discriminator Loss: 0.6147... Generator Loss: 1.8797 Epoch 18/25...progress:94.98%....step:890/937... Discriminator Loss: 0.9160... Generator Loss: 1.3998 Epoch 18/25...progress:96.05%....step:900/937... Discriminator Loss: 1.4250... Generator Loss: 0.6564 Epoch 18/25...progress:97.12%....step:910/937... Discriminator Loss: 1.9070... Generator Loss: 0.3566 Epoch 18/25...progress:98.19%....step:920/937... Discriminator Loss: 0.8129... Generator Loss: 1.4013 Epoch 18/25...progress:99.25%....step:930/937... Discriminator Loss: 0.7465... Generator Loss: 1.5741 STARTING epoch: 18 , steps: 937 ........ Epoch 19/25...progress:0.00%....step:0/937... Discriminator Loss: 1.0945... Generator Loss: 0.8949
Epoch 19/25...progress:1.07%....step:10/937... Discriminator Loss: 1.0857... Generator Loss: 0.9709 Epoch 19/25...progress:2.13%....step:20/937... Discriminator Loss: 1.0061... Generator Loss: 0.9021 Epoch 19/25...progress:3.20%....step:30/937... Discriminator Loss: 1.6509... Generator Loss: 0.5174 Epoch 19/25...progress:4.27%....step:40/937... Discriminator Loss: 1.5210... Generator Loss: 0.4995 Epoch 19/25...progress:5.34%....step:50/937... Discriminator Loss: 1.3557... Generator Loss: 0.6033 Epoch 19/25...progress:6.40%....step:60/937... Discriminator Loss: 1.7289... Generator Loss: 0.4209 Epoch 19/25...progress:7.47%....step:70/937... Discriminator Loss: 0.9408... Generator Loss: 1.0534 Epoch 19/25...progress:8.54%....step:80/937... Discriminator Loss: 0.8332... Generator Loss: 1.3899 Epoch 19/25...progress:9.61%....step:90/937... Discriminator Loss: 0.7913... Generator Loss: 1.2608 Epoch 19/25...progress:10.67%....step:100/937... Discriminator Loss: 1.4567... Generator Loss: 4.0377 Epoch 19/25...progress:11.74%....step:110/937... Discriminator Loss: 1.4900... Generator Loss: 3.9659 Epoch 19/25...progress:12.81%....step:120/937... Discriminator Loss: 1.2873... Generator Loss: 0.6783 Epoch 19/25...progress:13.87%....step:130/937... Discriminator Loss: 1.0491... Generator Loss: 0.8699 Epoch 19/25...progress:14.94%....step:140/937... Discriminator Loss: 1.2671... Generator Loss: 0.7256 Epoch 19/25...progress:16.01%....step:150/937... Discriminator Loss: 2.1643... Generator Loss: 0.3446 Epoch 19/25...progress:17.08%....step:160/937... Discriminator Loss: 0.9860... Generator Loss: 1.0450 Epoch 19/25...progress:18.14%....step:170/937... Discriminator Loss: 0.9311... Generator Loss: 1.0214 Epoch 19/25...progress:19.21%....step:180/937... Discriminator Loss: 0.6993... Generator Loss: 1.6784 Epoch 19/25...progress:20.28%....step:190/937... Discriminator Loss: 0.8260... Generator Loss: 1.3234 Epoch 19/25...progress:21.34%....step:200/937... Discriminator Loss: 0.7136... Generator Loss: 1.6171
Epoch 19/25...progress:22.41%....step:210/937... Discriminator Loss: 1.1114... Generator Loss: 0.9424 Epoch 19/25...progress:23.48%....step:220/937... Discriminator Loss: 0.8299... Generator Loss: 1.3474 Epoch 19/25...progress:24.55%....step:230/937... Discriminator Loss: 1.0556... Generator Loss: 3.5623 Epoch 19/25...progress:25.61%....step:240/937... Discriminator Loss: 0.7017... Generator Loss: 2.1102 Epoch 19/25...progress:26.68%....step:250/937... Discriminator Loss: 1.9257... Generator Loss: 0.3058 Epoch 19/25...progress:27.75%....step:260/937... Discriminator Loss: 1.5280... Generator Loss: 0.5395 Epoch 19/25...progress:28.82%....step:270/937... Discriminator Loss: 0.8877... Generator Loss: 1.8592 Epoch 19/25...progress:29.88%....step:280/937... Discriminator Loss: 0.9168... Generator Loss: 2.3089 Epoch 19/25...progress:30.95%....step:290/937... Discriminator Loss: 0.9155... Generator Loss: 1.0451 Epoch 19/25...progress:32.02%....step:300/937... Discriminator Loss: 1.5502... Generator Loss: 0.6161 Epoch 19/25...progress:33.08%....step:310/937... Discriminator Loss: 0.7014... Generator Loss: 1.5170 Epoch 19/25...progress:34.15%....step:320/937... Discriminator Loss: 0.6568... Generator Loss: 2.1134 Epoch 19/25...progress:35.22%....step:330/937... Discriminator Loss: 0.8781... Generator Loss: 1.1152 Epoch 19/25...progress:36.29%....step:340/937... Discriminator Loss: 0.8231... Generator Loss: 1.8432 Epoch 19/25...progress:37.35%....step:350/937... Discriminator Loss: 0.7881... Generator Loss: 1.3045 Epoch 19/25...progress:38.42%....step:360/937... Discriminator Loss: 0.8429... Generator Loss: 1.2943 Epoch 19/25...progress:39.49%....step:370/937... Discriminator Loss: 0.7704... Generator Loss: 1.6729 Epoch 19/25...progress:40.55%....step:380/937... Discriminator Loss: 0.6593... Generator Loss: 1.6712 Epoch 19/25...progress:41.62%....step:390/937... Discriminator Loss: 1.6753... Generator Loss: 0.6117 Epoch 19/25...progress:42.69%....step:400/937... Discriminator Loss: 0.9127... Generator Loss: 1.2824
Epoch 19/25...progress:43.76%....step:410/937... Discriminator Loss: 1.1292... Generator Loss: 0.7975 Epoch 19/25...progress:44.82%....step:420/937... Discriminator Loss: 0.7673... Generator Loss: 1.4079 Epoch 19/25...progress:45.89%....step:430/937... Discriminator Loss: 1.1788... Generator Loss: 0.7473 Epoch 19/25...progress:46.96%....step:440/937... Discriminator Loss: 1.3624... Generator Loss: 0.6350 Epoch 19/25...progress:48.03%....step:450/937... Discriminator Loss: 1.9036... Generator Loss: 0.5041 Epoch 19/25...progress:49.09%....step:460/937... Discriminator Loss: 0.9136... Generator Loss: 1.1370 Epoch 19/25...progress:50.16%....step:470/937... Discriminator Loss: 1.2582... Generator Loss: 0.6954 Epoch 19/25...progress:51.23%....step:480/937... Discriminator Loss: 0.7610... Generator Loss: 1.4451 Epoch 19/25...progress:52.29%....step:490/937... Discriminator Loss: 0.9813... Generator Loss: 0.9850 Epoch 19/25...progress:53.36%....step:500/937... Discriminator Loss: 0.8101... Generator Loss: 1.1487 Epoch 19/25...progress:54.43%....step:510/937... Discriminator Loss: 0.8520... Generator Loss: 1.2426 Epoch 19/25...progress:55.50%....step:520/937... Discriminator Loss: 1.1291... Generator Loss: 0.8944 Epoch 19/25...progress:56.56%....step:530/937... Discriminator Loss: 0.5628... Generator Loss: 2.5845 Epoch 19/25...progress:57.63%....step:540/937... Discriminator Loss: 0.9233... Generator Loss: 1.0502 Epoch 19/25...progress:58.70%....step:550/937... Discriminator Loss: 1.2956... Generator Loss: 0.7578 Epoch 19/25...progress:59.77%....step:560/937... Discriminator Loss: 0.7090... Generator Loss: 1.8544 Epoch 19/25...progress:60.83%....step:570/937... Discriminator Loss: 0.8177... Generator Loss: 1.2650 Epoch 19/25...progress:61.90%....step:580/937... Discriminator Loss: 0.8089... Generator Loss: 1.2762 Epoch 19/25...progress:62.97%....step:590/937... Discriminator Loss: 1.2726... Generator Loss: 0.7114 Epoch 19/25...progress:64.03%....step:600/937... Discriminator Loss: 1.0962... Generator Loss: 0.8320
Epoch 19/25...progress:65.10%....step:610/937... Discriminator Loss: 1.5546... Generator Loss: 0.5441 Epoch 19/25...progress:66.17%....step:620/937... Discriminator Loss: 1.4704... Generator Loss: 0.6239 Epoch 19/25...progress:67.24%....step:630/937... Discriminator Loss: 0.8479... Generator Loss: 1.3329 Epoch 19/25...progress:68.30%....step:640/937... Discriminator Loss: 1.0352... Generator Loss: 1.0285 Epoch 19/25...progress:69.37%....step:650/937... Discriminator Loss: 0.8834... Generator Loss: 1.6169 Epoch 19/25...progress:70.44%....step:660/937... Discriminator Loss: 0.7313... Generator Loss: 1.7388 Epoch 19/25...progress:71.50%....step:670/937... Discriminator Loss: 2.5670... Generator Loss: 4.7032 Epoch 19/25...progress:72.57%....step:680/937... Discriminator Loss: 1.4604... Generator Loss: 3.3796 Epoch 19/25...progress:73.64%....step:690/937... Discriminator Loss: 1.0062... Generator Loss: 0.9427 Epoch 19/25...progress:74.71%....step:700/937... Discriminator Loss: 1.8123... Generator Loss: 0.4772 Epoch 19/25...progress:75.77%....step:710/937... Discriminator Loss: 0.8084... Generator Loss: 1.5505 Epoch 19/25...progress:76.84%....step:720/937... Discriminator Loss: 1.7404... Generator Loss: 0.4023 Epoch 19/25...progress:77.91%....step:730/937... Discriminator Loss: 1.3816... Generator Loss: 0.7311 Epoch 19/25...progress:78.98%....step:740/937... Discriminator Loss: 1.0218... Generator Loss: 1.0394 Epoch 19/25...progress:80.04%....step:750/937... Discriminator Loss: 0.8588... Generator Loss: 2.2284 Epoch 19/25...progress:81.11%....step:760/937... Discriminator Loss: 0.7847... Generator Loss: 1.4794 Epoch 19/25...progress:82.18%....step:770/937... Discriminator Loss: 1.0407... Generator Loss: 0.8546 Epoch 19/25...progress:83.24%....step:780/937... Discriminator Loss: 0.8102... Generator Loss: 1.1945 Epoch 19/25...progress:84.31%....step:790/937... Discriminator Loss: 1.5132... Generator Loss: 3.0007 Epoch 19/25...progress:85.38%....step:800/937... Discriminator Loss: 1.2925... Generator Loss: 0.7208
Epoch 19/25...progress:86.45%....step:810/937... Discriminator Loss: 1.9987... Generator Loss: 0.3640 Epoch 19/25...progress:87.51%....step:820/937... Discriminator Loss: 1.5174... Generator Loss: 0.5979 Epoch 19/25...progress:88.58%....step:830/937... Discriminator Loss: 0.7467... Generator Loss: 1.6411 Epoch 19/25...progress:89.65%....step:840/937... Discriminator Loss: 1.9427... Generator Loss: 0.4151 Epoch 19/25...progress:90.72%....step:850/937... Discriminator Loss: 0.8047... Generator Loss: 1.4402 Epoch 19/25...progress:91.78%....step:860/937... Discriminator Loss: 0.5898... Generator Loss: 1.9088 Epoch 19/25...progress:92.85%....step:870/937... Discriminator Loss: 1.2074... Generator Loss: 0.7112 Epoch 19/25...progress:93.92%....step:880/937... Discriminator Loss: 0.8173... Generator Loss: 1.3129 Epoch 19/25...progress:94.98%....step:890/937... Discriminator Loss: 1.7760... Generator Loss: 0.4079 Epoch 19/25...progress:96.05%....step:900/937... Discriminator Loss: 1.0384... Generator Loss: 0.9282 Epoch 19/25...progress:97.12%....step:910/937... Discriminator Loss: 1.2355... Generator Loss: 0.7014 Epoch 19/25...progress:98.19%....step:920/937... Discriminator Loss: 0.6898... Generator Loss: 1.6377 Epoch 19/25...progress:99.25%....step:930/937... Discriminator Loss: 0.8181... Generator Loss: 1.4802 STARTING epoch: 19 , steps: 937 ........ Epoch 20/25...progress:0.00%....step:0/937... Discriminator Loss: 1.2786... Generator Loss: 0.6755
Epoch 20/25...progress:1.07%....step:10/937... Discriminator Loss: 0.8963... Generator Loss: 1.0235 Epoch 20/25...progress:2.13%....step:20/937... Discriminator Loss: 1.2232... Generator Loss: 0.6834 Epoch 20/25...progress:3.20%....step:30/937... Discriminator Loss: 0.8899... Generator Loss: 1.1455 Epoch 20/25...progress:4.27%....step:40/937... Discriminator Loss: 1.5187... Generator Loss: 0.5508 Epoch 20/25...progress:5.34%....step:50/937... Discriminator Loss: 2.0656... Generator Loss: 0.2812 Epoch 20/25...progress:6.40%....step:60/937... Discriminator Loss: 3.5688... Generator Loss: 0.0942 Epoch 20/25...progress:7.47%....step:70/937... Discriminator Loss: 1.3697... Generator Loss: 0.6533 Epoch 20/25...progress:8.54%....step:80/937... Discriminator Loss: 0.7441... Generator Loss: 1.6045 Epoch 20/25...progress:9.61%....step:90/937... Discriminator Loss: 1.4356... Generator Loss: 0.5813 Epoch 20/25...progress:10.67%....step:100/937... Discriminator Loss: 0.8329... Generator Loss: 1.7001 Epoch 20/25...progress:11.74%....step:110/937... Discriminator Loss: 1.0917... Generator Loss: 0.8734 Epoch 20/25...progress:12.81%....step:120/937... Discriminator Loss: 1.8364... Generator Loss: 0.3903 Epoch 20/25...progress:13.87%....step:130/937... Discriminator Loss: 1.6869... Generator Loss: 0.4553 Epoch 20/25...progress:14.94%....step:140/937... Discriminator Loss: 1.1411... Generator Loss: 0.8193 Epoch 20/25...progress:16.01%....step:150/937... Discriminator Loss: 1.0533... Generator Loss: 0.8848 Epoch 20/25...progress:17.08%....step:160/937... Discriminator Loss: 0.9837... Generator Loss: 0.8990 Epoch 20/25...progress:18.14%....step:170/937... Discriminator Loss: 0.9229... Generator Loss: 1.0796 Epoch 20/25...progress:19.21%....step:180/937... Discriminator Loss: 0.9008... Generator Loss: 1.1229 Epoch 20/25...progress:20.28%....step:190/937... Discriminator Loss: 0.7254... Generator Loss: 1.6685 Epoch 20/25...progress:21.34%....step:200/937... Discriminator Loss: 0.7117... Generator Loss: 1.6093
Epoch 20/25...progress:22.41%....step:210/937... Discriminator Loss: 0.8288... Generator Loss: 1.2784 Epoch 20/25...progress:23.48%....step:220/937... Discriminator Loss: 0.9612... Generator Loss: 0.9603 Epoch 20/25...progress:24.55%....step:230/937... Discriminator Loss: 0.8937... Generator Loss: 1.1045 Epoch 20/25...progress:25.61%....step:240/937... Discriminator Loss: 1.2448... Generator Loss: 0.6753 Epoch 20/25...progress:26.68%....step:250/937... Discriminator Loss: 2.2518... Generator Loss: 0.3364 Epoch 20/25...progress:27.75%....step:260/937... Discriminator Loss: 1.4535... Generator Loss: 0.6094 Epoch 20/25...progress:28.82%....step:270/937... Discriminator Loss: 0.9068... Generator Loss: 2.4621 Epoch 20/25...progress:29.88%....step:280/937... Discriminator Loss: 0.7633... Generator Loss: 1.8767 Epoch 20/25...progress:30.95%....step:290/937... Discriminator Loss: 1.3755... Generator Loss: 0.6381 Epoch 20/25...progress:32.02%....step:300/937... Discriminator Loss: 1.2332... Generator Loss: 0.8430 Epoch 20/25...progress:33.08%....step:310/937... Discriminator Loss: 0.9504... Generator Loss: 1.0533 Epoch 20/25...progress:34.15%....step:320/937... Discriminator Loss: 0.7285... Generator Loss: 1.6903 Epoch 20/25...progress:35.22%....step:330/937... Discriminator Loss: 0.9617... Generator Loss: 0.9831 Epoch 20/25...progress:36.29%....step:340/937... Discriminator Loss: 1.3719... Generator Loss: 0.6340 Epoch 20/25...progress:37.35%....step:350/937... Discriminator Loss: 1.3524... Generator Loss: 0.6375 Epoch 20/25...progress:38.42%....step:360/937... Discriminator Loss: 0.5891... Generator Loss: 1.9670 Epoch 20/25...progress:39.49%....step:370/937... Discriminator Loss: 0.7227... Generator Loss: 1.5677 Epoch 20/25...progress:40.55%....step:380/937... Discriminator Loss: 0.6736... Generator Loss: 1.7094 Epoch 20/25...progress:41.62%....step:390/937... Discriminator Loss: 0.6238... Generator Loss: 1.7591 Epoch 20/25...progress:42.69%....step:400/937... Discriminator Loss: 0.7410... Generator Loss: 1.4708
Epoch 20/25...progress:43.76%....step:410/937... Discriminator Loss: 1.0156... Generator Loss: 0.8739 Epoch 20/25...progress:44.82%....step:420/937... Discriminator Loss: 0.5500... Generator Loss: 2.0596 Epoch 20/25...progress:45.89%....step:430/937... Discriminator Loss: 0.7956... Generator Loss: 1.2704 Epoch 20/25...progress:46.96%....step:440/937... Discriminator Loss: 1.2673... Generator Loss: 0.7095 Epoch 20/25...progress:48.03%....step:450/937... Discriminator Loss: 1.0418... Generator Loss: 0.9651 Epoch 20/25...progress:49.09%....step:460/937... Discriminator Loss: 0.7792... Generator Loss: 1.4390 Epoch 20/25...progress:50.16%....step:470/937... Discriminator Loss: 1.4337... Generator Loss: 0.5752 Epoch 20/25...progress:51.23%....step:480/937... Discriminator Loss: 0.6836... Generator Loss: 1.6667 Epoch 20/25...progress:52.29%....step:490/937... Discriminator Loss: 0.7422... Generator Loss: 1.4729 Epoch 20/25...progress:53.36%....step:500/937... Discriminator Loss: 0.7021... Generator Loss: 1.6640 Epoch 20/25...progress:54.43%....step:510/937... Discriminator Loss: 1.0189... Generator Loss: 0.9169 Epoch 20/25...progress:55.50%....step:520/937... Discriminator Loss: 1.4462... Generator Loss: 0.5634 Epoch 20/25...progress:56.56%....step:530/937... Discriminator Loss: 0.7489... Generator Loss: 1.3131 Epoch 20/25...progress:57.63%....step:540/937... Discriminator Loss: 0.7632... Generator Loss: 1.8540 Epoch 20/25...progress:58.70%....step:550/937... Discriminator Loss: 1.2946... Generator Loss: 0.7703 Epoch 20/25...progress:59.77%....step:560/937... Discriminator Loss: 0.6457... Generator Loss: 1.6873 Epoch 20/25...progress:60.83%....step:570/937... Discriminator Loss: 2.0864... Generator Loss: 4.4352 Epoch 20/25...progress:61.90%....step:580/937... Discriminator Loss: 1.0675... Generator Loss: 0.8470 Epoch 20/25...progress:62.97%....step:590/937... Discriminator Loss: 1.5031... Generator Loss: 0.5967 Epoch 20/25...progress:64.03%....step:600/937... Discriminator Loss: 1.9621... Generator Loss: 0.3708
Epoch 20/25...progress:65.10%....step:610/937... Discriminator Loss: 0.8151... Generator Loss: 1.2515 Epoch 20/25...progress:66.17%....step:620/937... Discriminator Loss: 1.2765... Generator Loss: 0.7237 Epoch 20/25...progress:67.24%....step:630/937... Discriminator Loss: 1.3206... Generator Loss: 0.7424 Epoch 20/25...progress:68.30%....step:640/937... Discriminator Loss: 1.8018... Generator Loss: 0.4365 Epoch 20/25...progress:69.37%....step:650/937... Discriminator Loss: 1.0322... Generator Loss: 1.8897 Epoch 20/25...progress:70.44%....step:660/937... Discriminator Loss: 1.3207... Generator Loss: 0.6968 Epoch 20/25...progress:71.50%....step:670/937... Discriminator Loss: 1.2197... Generator Loss: 3.1841 Epoch 20/25...progress:72.57%....step:680/937... Discriminator Loss: 0.8406... Generator Loss: 2.8908 Epoch 20/25...progress:73.64%....step:690/937... Discriminator Loss: 1.0381... Generator Loss: 0.9869 Epoch 20/25...progress:74.71%....step:700/937... Discriminator Loss: 1.9295... Generator Loss: 0.3296 Epoch 20/25...progress:75.77%....step:710/937... Discriminator Loss: 2.4973... Generator Loss: 0.2330 Epoch 20/25...progress:76.84%....step:720/937... Discriminator Loss: 1.7306... Generator Loss: 0.4464 Epoch 20/25...progress:77.91%....step:730/937... Discriminator Loss: 1.2892... Generator Loss: 0.6432 Epoch 20/25...progress:78.98%....step:740/937... Discriminator Loss: 1.0987... Generator Loss: 0.9063 Epoch 20/25...progress:80.04%....step:750/937... Discriminator Loss: 0.8603... Generator Loss: 2.1978 Epoch 20/25...progress:81.11%....step:760/937... Discriminator Loss: 0.7115... Generator Loss: 1.5607 Epoch 20/25...progress:82.18%....step:770/937... Discriminator Loss: 1.4005... Generator Loss: 0.6750 Epoch 20/25...progress:83.24%....step:780/937... Discriminator Loss: 0.7932... Generator Loss: 1.5043 Epoch 20/25...progress:84.31%....step:790/937... Discriminator Loss: 1.3759... Generator Loss: 0.5915 Epoch 20/25...progress:85.38%....step:800/937... Discriminator Loss: 0.6431... Generator Loss: 1.8374
Epoch 20/25...progress:86.45%....step:810/937... Discriminator Loss: 1.4305... Generator Loss: 0.7152 Epoch 20/25...progress:87.51%....step:820/937... Discriminator Loss: 0.8666... Generator Loss: 1.1364 Epoch 20/25...progress:88.58%....step:830/937... Discriminator Loss: 0.9518... Generator Loss: 1.0717 Epoch 20/25...progress:89.65%....step:840/937... Discriminator Loss: 1.9849... Generator Loss: 0.4053 Epoch 20/25...progress:90.72%....step:850/937... Discriminator Loss: 0.6948... Generator Loss: 1.5956 Epoch 20/25...progress:91.78%....step:860/937... Discriminator Loss: 0.5535... Generator Loss: 2.1464 Epoch 20/25...progress:92.85%....step:870/937... Discriminator Loss: 1.5190... Generator Loss: 0.6092 Epoch 20/25...progress:93.92%....step:880/937... Discriminator Loss: 0.7653... Generator Loss: 1.3967 Epoch 20/25...progress:94.98%....step:890/937... Discriminator Loss: 1.3888... Generator Loss: 0.5884 Epoch 20/25...progress:96.05%....step:900/937... Discriminator Loss: 0.9514... Generator Loss: 1.0768 Epoch 20/25...progress:97.12%....step:910/937... Discriminator Loss: 1.8664... Generator Loss: 0.3471 Epoch 20/25...progress:98.19%....step:920/937... Discriminator Loss: 1.0564... Generator Loss: 3.2271 Epoch 20/25...progress:99.25%....step:930/937... Discriminator Loss: 1.0323... Generator Loss: 0.9157 STARTING epoch: 20 , steps: 937 ........ Epoch 21/25...progress:0.00%....step:0/937... Discriminator Loss: 1.5564... Generator Loss: 0.5114
Epoch 21/25...progress:1.07%....step:10/937... Discriminator Loss: 0.9618... Generator Loss: 1.0445 Epoch 21/25...progress:2.13%....step:20/937... Discriminator Loss: 1.7444... Generator Loss: 0.4195 Epoch 21/25...progress:3.20%....step:30/937... Discriminator Loss: 0.8185... Generator Loss: 1.2541 Epoch 21/25...progress:4.27%....step:40/937... Discriminator Loss: 0.7882... Generator Loss: 1.2946 Epoch 21/25...progress:5.34%....step:50/937... Discriminator Loss: 0.8925... Generator Loss: 1.8151 Epoch 21/25...progress:6.40%....step:60/937... Discriminator Loss: 1.3782... Generator Loss: 0.6277 Epoch 21/25...progress:7.47%....step:70/937... Discriminator Loss: 2.1265... Generator Loss: 0.3274 Epoch 21/25...progress:8.54%....step:80/937... Discriminator Loss: 0.8342... Generator Loss: 1.3806 Epoch 21/25...progress:9.61%....step:90/937... Discriminator Loss: 1.3710... Generator Loss: 0.6038 Epoch 21/25...progress:10.67%....step:100/937... Discriminator Loss: 0.9551... Generator Loss: 1.0145 Epoch 21/25...progress:11.74%....step:110/937... Discriminator Loss: 1.1482... Generator Loss: 0.7723 Epoch 21/25...progress:12.81%....step:120/937... Discriminator Loss: 1.2764... Generator Loss: 0.7283 Epoch 21/25...progress:13.87%....step:130/937... Discriminator Loss: 1.0007... Generator Loss: 0.8897 Epoch 21/25...progress:14.94%....step:140/937... Discriminator Loss: 0.9747... Generator Loss: 0.9697 Epoch 21/25...progress:16.01%....step:150/937... Discriminator Loss: 0.9844... Generator Loss: 0.9962 Epoch 21/25...progress:17.08%....step:160/937... Discriminator Loss: 1.2534... Generator Loss: 0.7310 Epoch 21/25...progress:18.14%....step:170/937... Discriminator Loss: 0.8411... Generator Loss: 1.2179 Epoch 21/25...progress:19.21%....step:180/937... Discriminator Loss: 1.3115... Generator Loss: 0.7261 Epoch 21/25...progress:20.28%....step:190/937... Discriminator Loss: 0.7938... Generator Loss: 1.4426 Epoch 21/25...progress:21.34%....step:200/937... Discriminator Loss: 0.8774... Generator Loss: 1.0940
Epoch 21/25...progress:22.41%....step:210/937... Discriminator Loss: 1.2866... Generator Loss: 0.8055 Epoch 21/25...progress:23.48%....step:220/937... Discriminator Loss: 0.8193... Generator Loss: 1.2966 Epoch 21/25...progress:24.55%....step:230/937... Discriminator Loss: 0.8561... Generator Loss: 2.6578 Epoch 21/25...progress:25.61%....step:240/937... Discriminator Loss: 1.5963... Generator Loss: 0.4445 Epoch 21/25...progress:26.68%....step:250/937... Discriminator Loss: 2.5806... Generator Loss: 0.2533 Epoch 21/25...progress:27.75%....step:260/937... Discriminator Loss: 2.0582... Generator Loss: 0.3587 Epoch 21/25...progress:28.82%....step:270/937... Discriminator Loss: 0.7610... Generator Loss: 1.3120 Epoch 21/25...progress:29.88%....step:280/937... Discriminator Loss: 0.6042... Generator Loss: 2.5494 Epoch 21/25...progress:30.95%....step:290/937... Discriminator Loss: 1.0029... Generator Loss: 0.9779 Epoch 21/25...progress:32.02%....step:300/937... Discriminator Loss: 2.0881... Generator Loss: 0.3780 Epoch 21/25...progress:33.08%....step:310/937... Discriminator Loss: 0.7512... Generator Loss: 1.4843 Epoch 21/25...progress:34.15%....step:320/937... Discriminator Loss: 0.7864... Generator Loss: 1.3476 Epoch 21/25...progress:35.22%....step:330/937... Discriminator Loss: 1.4253... Generator Loss: 0.6052 Epoch 21/25...progress:36.29%....step:340/937... Discriminator Loss: 0.9744... Generator Loss: 0.9750 Epoch 21/25...progress:37.35%....step:350/937... Discriminator Loss: 1.3063... Generator Loss: 0.7260 Epoch 21/25...progress:38.42%....step:360/937... Discriminator Loss: 0.7180... Generator Loss: 1.6411 Epoch 21/25...progress:39.49%....step:370/937... Discriminator Loss: 0.7141... Generator Loss: 1.5278 Epoch 21/25...progress:40.55%....step:380/937... Discriminator Loss: 0.7638... Generator Loss: 1.4633 Epoch 21/25...progress:41.62%....step:390/937... Discriminator Loss: 0.8947... Generator Loss: 1.1923 Epoch 21/25...progress:42.69%....step:400/937... Discriminator Loss: 1.6142... Generator Loss: 0.5536
Epoch 21/25...progress:43.76%....step:410/937... Discriminator Loss: 1.1208... Generator Loss: 0.8009 Epoch 21/25...progress:44.82%....step:420/937... Discriminator Loss: 0.6983... Generator Loss: 1.5554 Epoch 21/25...progress:45.89%....step:430/937... Discriminator Loss: 1.1592... Generator Loss: 0.7711 Epoch 21/25...progress:46.96%....step:440/937... Discriminator Loss: 1.2904... Generator Loss: 0.6175 Epoch 21/25...progress:48.03%....step:450/937... Discriminator Loss: 1.1254... Generator Loss: 0.8439 Epoch 21/25...progress:49.09%....step:460/937... Discriminator Loss: 0.7947... Generator Loss: 1.4889 Epoch 21/25...progress:50.16%....step:470/937... Discriminator Loss: 0.7168... Generator Loss: 2.1560 Epoch 21/25...progress:51.23%....step:480/937... Discriminator Loss: 0.9117... Generator Loss: 3.1791 Epoch 21/25...progress:52.29%....step:490/937... Discriminator Loss: 1.0500... Generator Loss: 2.6479 Epoch 21/25...progress:53.36%....step:500/937... Discriminator Loss: 0.8345... Generator Loss: 1.2819 Epoch 21/25...progress:54.43%....step:510/937... Discriminator Loss: 1.0248... Generator Loss: 0.9536 Epoch 21/25...progress:55.50%....step:520/937... Discriminator Loss: 2.1525... Generator Loss: 0.3271 Epoch 21/25...progress:56.56%....step:530/937... Discriminator Loss: 0.6034... Generator Loss: 1.8497 Epoch 21/25...progress:57.63%....step:540/937... Discriminator Loss: 1.0077... Generator Loss: 0.8916 Epoch 21/25...progress:58.70%....step:550/937... Discriminator Loss: 0.9752... Generator Loss: 0.9765 Epoch 21/25...progress:59.77%....step:560/937... Discriminator Loss: 0.6018... Generator Loss: 2.0005 Epoch 21/25...progress:60.83%....step:570/937... Discriminator Loss: 0.9313... Generator Loss: 3.5626 Epoch 21/25...progress:61.90%....step:580/937... Discriminator Loss: 1.1558... Generator Loss: 0.7661 Epoch 21/25...progress:62.97%....step:590/937... Discriminator Loss: 0.9373... Generator Loss: 1.1319 Epoch 21/25...progress:64.03%....step:600/937... Discriminator Loss: 0.9153... Generator Loss: 1.0138
Epoch 21/25...progress:65.10%....step:610/937... Discriminator Loss: 0.9858... Generator Loss: 0.9714 Epoch 21/25...progress:66.17%....step:620/937... Discriminator Loss: 1.0349... Generator Loss: 0.9837 Epoch 21/25...progress:67.24%....step:630/937... Discriminator Loss: 1.0744... Generator Loss: 0.9097 Epoch 21/25...progress:68.30%....step:640/937... Discriminator Loss: 0.9878... Generator Loss: 0.9500 Epoch 21/25...progress:69.37%....step:650/937... Discriminator Loss: 0.7455... Generator Loss: 1.4239 Epoch 21/25...progress:70.44%....step:660/937... Discriminator Loss: 1.0086... Generator Loss: 1.0465 Epoch 21/25...progress:71.50%....step:670/937... Discriminator Loss: 2.8085... Generator Loss: 0.2224 Epoch 21/25...progress:72.57%....step:680/937... Discriminator Loss: 1.2664... Generator Loss: 0.7047 Epoch 21/25...progress:73.64%....step:690/937... Discriminator Loss: 0.9406... Generator Loss: 1.9599 Epoch 21/25...progress:74.71%....step:700/937... Discriminator Loss: 0.9412... Generator Loss: 1.6203 Epoch 21/25...progress:75.77%....step:710/937... Discriminator Loss: 1.1833... Generator Loss: 0.8412 Epoch 21/25...progress:76.84%....step:720/937... Discriminator Loss: 0.9763... Generator Loss: 1.0497 Epoch 21/25...progress:77.91%....step:730/937... Discriminator Loss: 1.2941... Generator Loss: 0.6781 Epoch 21/25...progress:78.98%....step:740/937... Discriminator Loss: 0.7627... Generator Loss: 1.3886 Epoch 21/25...progress:80.04%....step:750/937... Discriminator Loss: 0.7738... Generator Loss: 1.4168 Epoch 21/25...progress:81.11%....step:760/937... Discriminator Loss: 0.6254... Generator Loss: 1.8394 Epoch 21/25...progress:82.18%....step:770/937... Discriminator Loss: 0.9717... Generator Loss: 1.0680 Epoch 21/25...progress:83.24%....step:780/937... Discriminator Loss: 0.9794... Generator Loss: 0.8890 Epoch 21/25...progress:84.31%....step:790/937... Discriminator Loss: 1.1517... Generator Loss: 0.7887 Epoch 21/25...progress:85.38%....step:800/937... Discriminator Loss: 0.7381... Generator Loss: 1.4203
Epoch 21/25...progress:86.45%....step:810/937... Discriminator Loss: 0.8861... Generator Loss: 1.1339 Epoch 21/25...progress:87.51%....step:820/937... Discriminator Loss: 0.9345... Generator Loss: 1.0458 Epoch 21/25...progress:88.58%....step:830/937... Discriminator Loss: 0.8689... Generator Loss: 1.2710 Epoch 21/25...progress:89.65%....step:840/937... Discriminator Loss: 2.4482... Generator Loss: 0.2703 Epoch 21/25...progress:90.72%....step:850/937... Discriminator Loss: 0.7169... Generator Loss: 1.4878 Epoch 21/25...progress:91.78%....step:860/937... Discriminator Loss: 1.1152... Generator Loss: 1.1037 Epoch 21/25...progress:92.85%....step:870/937... Discriminator Loss: 0.6056... Generator Loss: 2.3939 Epoch 21/25...progress:93.92%....step:880/937... Discriminator Loss: 0.6439... Generator Loss: 1.8645 Epoch 21/25...progress:94.98%....step:890/937... Discriminator Loss: 0.9346... Generator Loss: 1.0585 Epoch 21/25...progress:96.05%....step:900/937... Discriminator Loss: 0.7774... Generator Loss: 1.3811 Epoch 21/25...progress:97.12%....step:910/937... Discriminator Loss: 1.1710... Generator Loss: 0.7028 Epoch 21/25...progress:98.19%....step:920/937... Discriminator Loss: 0.6995... Generator Loss: 1.5410 Epoch 21/25...progress:99.25%....step:930/937... Discriminator Loss: 0.8524... Generator Loss: 1.2803 STARTING epoch: 21 , steps: 937 ........ Epoch 22/25...progress:0.00%....step:0/937... Discriminator Loss: 1.3817... Generator Loss: 0.5663
Epoch 22/25...progress:1.07%....step:10/937... Discriminator Loss: 1.1155... Generator Loss: 0.9370 Epoch 22/25...progress:2.13%....step:20/937... Discriminator Loss: 1.3850... Generator Loss: 0.6478 Epoch 22/25...progress:3.20%....step:30/937... Discriminator Loss: 1.3372... Generator Loss: 0.8064 Epoch 22/25...progress:4.27%....step:40/937... Discriminator Loss: 0.8621... Generator Loss: 1.2066 Epoch 22/25...progress:5.34%....step:50/937... Discriminator Loss: 2.0456... Generator Loss: 0.2967 Epoch 22/25...progress:6.40%....step:60/937... Discriminator Loss: 2.0210... Generator Loss: 0.3292 Epoch 22/25...progress:7.47%....step:70/937... Discriminator Loss: 1.4761... Generator Loss: 0.5832 Epoch 22/25...progress:8.54%....step:80/937... Discriminator Loss: 0.6701... Generator Loss: 1.6467 Epoch 22/25...progress:9.61%....step:90/937... Discriminator Loss: 1.5501... Generator Loss: 0.5219 Epoch 22/25...progress:10.67%....step:100/937... Discriminator Loss: 0.7993... Generator Loss: 1.3060 Epoch 22/25...progress:11.74%....step:110/937... Discriminator Loss: 0.8265... Generator Loss: 1.6862 Epoch 22/25...progress:12.81%....step:120/937... Discriminator Loss: 0.8843... Generator Loss: 1.1549 Epoch 22/25...progress:13.87%....step:130/937... Discriminator Loss: 1.0928... Generator Loss: 0.9276 Epoch 22/25...progress:14.94%....step:140/937... Discriminator Loss: 0.9290... Generator Loss: 1.1037 Epoch 22/25...progress:16.01%....step:150/937... Discriminator Loss: 1.6876... Generator Loss: 0.5009 Epoch 22/25...progress:17.08%....step:160/937... Discriminator Loss: 1.9132... Generator Loss: 0.4653 Epoch 22/25...progress:18.14%....step:170/937... Discriminator Loss: 0.7520... Generator Loss: 1.5299 Epoch 22/25...progress:19.21%....step:180/937... Discriminator Loss: 1.2323... Generator Loss: 0.7157 Epoch 22/25...progress:20.28%....step:190/937... Discriminator Loss: 0.6439... Generator Loss: 2.3420 Epoch 22/25...progress:21.34%....step:200/937... Discriminator Loss: 0.9339... Generator Loss: 1.0199
Epoch 22/25...progress:22.41%....step:210/937... Discriminator Loss: 0.7835... Generator Loss: 1.2794 Epoch 22/25...progress:23.48%....step:220/937... Discriminator Loss: 0.6718... Generator Loss: 1.6380 Epoch 22/25...progress:24.55%....step:230/937... Discriminator Loss: 0.6132... Generator Loss: 2.5598 Epoch 22/25...progress:25.61%....step:240/937... Discriminator Loss: 0.8464... Generator Loss: 1.4621 Epoch 22/25...progress:26.68%....step:250/937... Discriminator Loss: 1.5529... Generator Loss: 0.5178 Epoch 22/25...progress:27.75%....step:260/937... Discriminator Loss: 1.5599... Generator Loss: 0.4673 Epoch 22/25...progress:28.82%....step:270/937... Discriminator Loss: 0.6680... Generator Loss: 1.8569 Epoch 22/25...progress:29.88%....step:280/937... Discriminator Loss: 0.6963... Generator Loss: 2.0341 Epoch 22/25...progress:30.95%....step:290/937... Discriminator Loss: 1.5833... Generator Loss: 0.5577 Epoch 22/25...progress:32.02%....step:300/937... Discriminator Loss: 0.7632... Generator Loss: 1.5695 Epoch 22/25...progress:33.08%....step:310/937... Discriminator Loss: 0.7230... Generator Loss: 1.5508 Epoch 22/25...progress:34.15%....step:320/937... Discriminator Loss: 0.7290... Generator Loss: 2.3981 Epoch 22/25...progress:35.22%....step:330/937... Discriminator Loss: 1.4971... Generator Loss: 0.4962 Epoch 22/25...progress:36.29%....step:340/937... Discriminator Loss: 1.9969... Generator Loss: 0.2990 Epoch 22/25...progress:37.35%....step:350/937... Discriminator Loss: 1.4945... Generator Loss: 0.5850 Epoch 22/25...progress:38.42%....step:360/937... Discriminator Loss: 0.6713... Generator Loss: 1.6548 Epoch 22/25...progress:39.49%....step:370/937... Discriminator Loss: 0.7623... Generator Loss: 1.4253 Epoch 22/25...progress:40.55%....step:380/937... Discriminator Loss: 0.6594... Generator Loss: 1.7185 Epoch 22/25...progress:41.62%....step:390/937... Discriminator Loss: 0.6477... Generator Loss: 1.7336 Epoch 22/25...progress:42.69%....step:400/937... Discriminator Loss: 1.1549... Generator Loss: 0.7444
Epoch 22/25...progress:43.76%....step:410/937... Discriminator Loss: 0.8842... Generator Loss: 1.2218 Epoch 22/25...progress:44.82%....step:420/937... Discriminator Loss: 0.6068... Generator Loss: 1.8280 Epoch 22/25...progress:45.89%....step:430/937... Discriminator Loss: 0.7854... Generator Loss: 1.4131 Epoch 22/25...progress:46.96%....step:440/937... Discriminator Loss: 1.0565... Generator Loss: 0.8675 Epoch 22/25...progress:48.03%....step:450/937... Discriminator Loss: 0.7190... Generator Loss: 1.4486 Epoch 22/25...progress:49.09%....step:460/937... Discriminator Loss: 0.7942... Generator Loss: 1.2614 Epoch 22/25...progress:50.16%....step:470/937... Discriminator Loss: 2.6161... Generator Loss: 0.2184 Epoch 22/25...progress:51.23%....step:480/937... Discriminator Loss: 2.4198... Generator Loss: 0.3469 Epoch 22/25...progress:52.29%....step:490/937... Discriminator Loss: 1.6537... Generator Loss: 0.4421 Epoch 22/25...progress:53.36%....step:500/937... Discriminator Loss: 0.8341... Generator Loss: 1.2004 Epoch 22/25...progress:54.43%....step:510/937... Discriminator Loss: 1.7209... Generator Loss: 0.4509 Epoch 22/25...progress:55.50%....step:520/937... Discriminator Loss: 1.6479... Generator Loss: 0.4443 Epoch 22/25...progress:56.56%....step:530/937... Discriminator Loss: 0.5495... Generator Loss: 2.1048 Epoch 22/25...progress:57.63%....step:540/937... Discriminator Loss: 0.7983... Generator Loss: 1.3167 Epoch 22/25...progress:58.70%....step:550/937... Discriminator Loss: 1.9170... Generator Loss: 0.3776 Epoch 22/25...progress:59.77%....step:560/937... Discriminator Loss: 0.8509... Generator Loss: 1.7465 Epoch 22/25...progress:60.83%....step:570/937... Discriminator Loss: 1.0462... Generator Loss: 0.8550 Epoch 22/25...progress:61.90%....step:580/937... Discriminator Loss: 0.7458... Generator Loss: 1.4152 Epoch 22/25...progress:62.97%....step:590/937... Discriminator Loss: 0.6449... Generator Loss: 1.6494 Epoch 22/25...progress:64.03%....step:600/937... Discriminator Loss: 1.3294... Generator Loss: 0.7703
Epoch 22/25...progress:65.10%....step:610/937... Discriminator Loss: 0.8830... Generator Loss: 1.0939 Epoch 22/25...progress:66.17%....step:620/937... Discriminator Loss: 0.9349... Generator Loss: 1.1223 Epoch 22/25...progress:67.24%....step:630/937... Discriminator Loss: 0.8835... Generator Loss: 1.1413 Epoch 22/25...progress:68.30%....step:640/937... Discriminator Loss: 1.0186... Generator Loss: 0.9530 Epoch 22/25...progress:69.37%....step:650/937... Discriminator Loss: 0.6791... Generator Loss: 2.4609 Epoch 22/25...progress:70.44%....step:660/937... Discriminator Loss: 1.3509... Generator Loss: 0.7628 Epoch 22/25...progress:71.50%....step:670/937... Discriminator Loss: 0.7941... Generator Loss: 1.2755 Epoch 22/25...progress:72.57%....step:680/937... Discriminator Loss: 2.1989... Generator Loss: 5.1190 Epoch 22/25...progress:73.64%....step:690/937... Discriminator Loss: 1.5535... Generator Loss: 0.5198 Epoch 22/25...progress:74.71%....step:700/937... Discriminator Loss: 1.7866... Generator Loss: 0.4003 Epoch 22/25...progress:75.77%....step:710/937... Discriminator Loss: 1.5705... Generator Loss: 0.5650 Epoch 22/25...progress:76.84%....step:720/937... Discriminator Loss: 0.9173... Generator Loss: 1.0697 Epoch 22/25...progress:77.91%....step:730/937... Discriminator Loss: 1.6277... Generator Loss: 0.4796 Epoch 22/25...progress:78.98%....step:740/937... Discriminator Loss: 1.0102... Generator Loss: 1.0268 Epoch 22/25...progress:80.04%....step:750/937... Discriminator Loss: 0.8293... Generator Loss: 1.2029 Epoch 22/25...progress:81.11%....step:760/937... Discriminator Loss: 0.6983... Generator Loss: 1.5408 Epoch 22/25...progress:82.18%....step:770/937... Discriminator Loss: 0.8417... Generator Loss: 1.2657 Epoch 22/25...progress:83.24%....step:780/937... Discriminator Loss: 1.0984... Generator Loss: 0.8982 Epoch 22/25...progress:84.31%....step:790/937... Discriminator Loss: 1.1293... Generator Loss: 0.7697 Epoch 22/25...progress:85.38%....step:800/937... Discriminator Loss: 0.7080... Generator Loss: 1.5231
Epoch 22/25...progress:86.45%....step:810/937... Discriminator Loss: 1.7788... Generator Loss: 0.4219 Epoch 22/25...progress:87.51%....step:820/937... Discriminator Loss: 1.1009... Generator Loss: 0.8332 Epoch 22/25...progress:88.58%....step:830/937... Discriminator Loss: 0.8297... Generator Loss: 2.3921 Epoch 22/25...progress:89.65%....step:840/937... Discriminator Loss: 2.2870... Generator Loss: 0.2847 Epoch 22/25...progress:90.72%....step:850/937... Discriminator Loss: 0.8822... Generator Loss: 1.2054 Epoch 22/25...progress:91.78%....step:860/937... Discriminator Loss: 0.6141... Generator Loss: 1.8600 Epoch 22/25...progress:92.85%....step:870/937... Discriminator Loss: 1.1039... Generator Loss: 0.8256 Epoch 22/25...progress:93.92%....step:880/937... Discriminator Loss: 0.8717... Generator Loss: 1.0872 Epoch 22/25...progress:94.98%....step:890/937... Discriminator Loss: 0.7142... Generator Loss: 2.0681 Epoch 22/25...progress:96.05%....step:900/937... Discriminator Loss: 0.6852... Generator Loss: 2.1475 Epoch 22/25...progress:97.12%....step:910/937... Discriminator Loss: 0.9760... Generator Loss: 1.0142 Epoch 22/25...progress:98.19%....step:920/937... Discriminator Loss: 0.6076... Generator Loss: 2.7841 Epoch 22/25...progress:99.25%....step:930/937... Discriminator Loss: 0.9849... Generator Loss: 0.9841 STARTING epoch: 22 , steps: 937 ........ Epoch 23/25...progress:0.00%....step:0/937... Discriminator Loss: 0.7294... Generator Loss: 1.4247
Epoch 23/25...progress:1.07%....step:10/937... Discriminator Loss: 0.6662... Generator Loss: 2.1556 Epoch 23/25...progress:2.13%....step:20/937... Discriminator Loss: 2.2379... Generator Loss: 0.2868 Epoch 23/25...progress:3.20%....step:30/937... Discriminator Loss: 0.7874... Generator Loss: 1.7133 Epoch 23/25...progress:4.27%....step:40/937... Discriminator Loss: 0.9041... Generator Loss: 1.0721 Epoch 23/25...progress:5.34%....step:50/937... Discriminator Loss: 1.9365... Generator Loss: 0.3446 Epoch 23/25...progress:6.40%....step:60/937... Discriminator Loss: 1.0963... Generator Loss: 0.8633 Epoch 23/25...progress:7.47%....step:70/937... Discriminator Loss: 1.2449... Generator Loss: 0.7036 Epoch 23/25...progress:8.54%....step:80/937... Discriminator Loss: 0.7849... Generator Loss: 1.3446 Epoch 23/25...progress:9.61%....step:90/937... Discriminator Loss: 1.1315... Generator Loss: 0.8345 Epoch 23/25...progress:10.67%....step:100/937... Discriminator Loss: 0.7993... Generator Loss: 1.4055 Epoch 23/25...progress:11.74%....step:110/937... Discriminator Loss: 1.3625... Generator Loss: 0.6893 Epoch 23/25...progress:12.81%....step:120/937... Discriminator Loss: 1.0932... Generator Loss: 0.8720 Epoch 23/25...progress:13.87%....step:130/937... Discriminator Loss: 1.0332... Generator Loss: 0.9488 Epoch 23/25...progress:14.94%....step:140/937... Discriminator Loss: 1.2683... Generator Loss: 0.7976 Epoch 23/25...progress:16.01%....step:150/937... Discriminator Loss: 1.6565... Generator Loss: 0.6142 Epoch 23/25...progress:17.08%....step:160/937... Discriminator Loss: 1.0945... Generator Loss: 0.8760 Epoch 23/25...progress:18.14%....step:170/937... Discriminator Loss: 0.7891... Generator Loss: 1.3641 Epoch 23/25...progress:19.21%....step:180/937... Discriminator Loss: 0.8468... Generator Loss: 1.1206 Epoch 23/25...progress:20.28%....step:190/937... Discriminator Loss: 0.7707... Generator Loss: 1.4534 Epoch 23/25...progress:21.34%....step:200/937... Discriminator Loss: 1.0321... Generator Loss: 0.8329
Epoch 23/25...progress:22.41%....step:210/937... Discriminator Loss: 1.0910... Generator Loss: 0.8710 Epoch 23/25...progress:23.48%....step:220/937... Discriminator Loss: 0.6797... Generator Loss: 1.6021 Epoch 23/25...progress:24.55%....step:230/937... Discriminator Loss: 0.6612... Generator Loss: 1.6797 Epoch 23/25...progress:25.61%....step:240/937... Discriminator Loss: 0.7427... Generator Loss: 1.6339 Epoch 23/25...progress:26.68%....step:250/937... Discriminator Loss: 0.7871... Generator Loss: 1.3311 Epoch 23/25...progress:27.75%....step:260/937... Discriminator Loss: 1.1879... Generator Loss: 0.7535 Epoch 23/25...progress:28.82%....step:270/937... Discriminator Loss: 0.6731... Generator Loss: 1.6433 Epoch 23/25...progress:29.88%....step:280/937... Discriminator Loss: 0.8487... Generator Loss: 2.4625 Epoch 23/25...progress:30.95%....step:290/937... Discriminator Loss: 0.7920... Generator Loss: 1.3576 Epoch 23/25...progress:32.02%....step:300/937... Discriminator Loss: 0.9782... Generator Loss: 0.9869 Epoch 23/25...progress:33.08%....step:310/937... Discriminator Loss: 0.7752... Generator Loss: 1.3818 Epoch 23/25...progress:34.15%....step:320/937... Discriminator Loss: 0.7701... Generator Loss: 1.3965 Epoch 23/25...progress:35.22%....step:330/937... Discriminator Loss: 0.9851... Generator Loss: 0.9792 Epoch 23/25...progress:36.29%....step:340/937... Discriminator Loss: 1.1376... Generator Loss: 0.8468 Epoch 23/25...progress:37.35%....step:350/937... Discriminator Loss: 0.9849... Generator Loss: 0.9721 Epoch 23/25...progress:38.42%....step:360/937... Discriminator Loss: 0.5192... Generator Loss: 2.1726 Epoch 23/25...progress:39.49%....step:370/937... Discriminator Loss: 0.6819... Generator Loss: 1.5810 Epoch 23/25...progress:40.55%....step:380/937... Discriminator Loss: 0.7916... Generator Loss: 1.5151 Epoch 23/25...progress:41.62%....step:390/937... Discriminator Loss: 0.4607... Generator Loss: 2.8816 Epoch 23/25...progress:42.69%....step:400/937... Discriminator Loss: 3.8094... Generator Loss: 7.1469
Epoch 23/25...progress:43.76%....step:410/937... Discriminator Loss: 0.7254... Generator Loss: 1.5088 Epoch 23/25...progress:44.82%....step:420/937... Discriminator Loss: 1.5028... Generator Loss: 0.6248 Epoch 23/25...progress:45.89%....step:430/937... Discriminator Loss: 0.8143... Generator Loss: 1.5127 Epoch 23/25...progress:46.96%....step:440/937... Discriminator Loss: 1.3303... Generator Loss: 0.7035 Epoch 23/25...progress:48.03%....step:450/937... Discriminator Loss: 1.3626... Generator Loss: 0.6376 Epoch 23/25...progress:49.09%....step:460/937... Discriminator Loss: 0.7541... Generator Loss: 1.3682 Epoch 23/25...progress:50.16%....step:470/937... Discriminator Loss: 1.9068... Generator Loss: 0.4148 Epoch 23/25...progress:51.23%....step:480/937... Discriminator Loss: 0.8441... Generator Loss: 1.1669 Epoch 23/25...progress:52.29%....step:490/937... Discriminator Loss: 1.2086... Generator Loss: 0.7236 Epoch 23/25...progress:53.36%....step:500/937... Discriminator Loss: 0.6892... Generator Loss: 1.5164 Epoch 23/25...progress:54.43%....step:510/937... Discriminator Loss: 1.9053... Generator Loss: 0.3573 Epoch 23/25...progress:55.50%....step:520/937... Discriminator Loss: 1.1774... Generator Loss: 0.8020 Epoch 23/25...progress:56.56%....step:530/937... Discriminator Loss: 0.6723... Generator Loss: 1.6095 Epoch 23/25...progress:57.63%....step:540/937... Discriminator Loss: 0.9276... Generator Loss: 1.0069 Epoch 23/25...progress:58.70%....step:550/937... Discriminator Loss: 1.1221... Generator Loss: 0.9169 Epoch 23/25...progress:59.77%....step:560/937... Discriminator Loss: 0.7183... Generator Loss: 1.5699 Epoch 23/25...progress:60.83%....step:570/937... Discriminator Loss: 1.2037... Generator Loss: 0.7538 Epoch 23/25...progress:61.90%....step:580/937... Discriminator Loss: 0.9423... Generator Loss: 1.0064 Epoch 23/25...progress:62.97%....step:590/937... Discriminator Loss: 0.6909... Generator Loss: 1.5238 Epoch 23/25...progress:64.03%....step:600/937... Discriminator Loss: 0.5126... Generator Loss: 2.2460
Epoch 23/25...progress:65.10%....step:610/937... Discriminator Loss: 0.8499... Generator Loss: 1.2447 Epoch 23/25...progress:66.17%....step:620/937... Discriminator Loss: 1.1013... Generator Loss: 0.8487 Epoch 23/25...progress:67.24%....step:630/937... Discriminator Loss: 1.3742... Generator Loss: 0.6922 Epoch 23/25...progress:68.30%....step:640/937... Discriminator Loss: 0.8250... Generator Loss: 1.4354 Epoch 23/25...progress:69.37%....step:650/937... Discriminator Loss: 1.0768... Generator Loss: 2.2001 Epoch 23/25...progress:70.44%....step:660/937... Discriminator Loss: 1.5555... Generator Loss: 0.6392 Epoch 23/25...progress:71.50%....step:670/937... Discriminator Loss: 1.0164... Generator Loss: 3.0658 Epoch 23/25...progress:72.57%....step:680/937... Discriminator Loss: 0.9583... Generator Loss: 3.1823 Epoch 23/25...progress:73.64%....step:690/937... Discriminator Loss: 1.5893... Generator Loss: 0.5969 Epoch 23/25...progress:74.71%....step:700/937... Discriminator Loss: 2.5028... Generator Loss: 0.2179 Epoch 23/25...progress:75.77%....step:710/937... Discriminator Loss: 2.3829... Generator Loss: 0.2178 Epoch 23/25...progress:76.84%....step:720/937... Discriminator Loss: 0.6889... Generator Loss: 1.8973 Epoch 23/25...progress:77.91%....step:730/937... Discriminator Loss: 1.4783... Generator Loss: 0.5586 Epoch 23/25...progress:78.98%....step:740/937... Discriminator Loss: 0.7613... Generator Loss: 1.4414 Epoch 23/25...progress:80.04%....step:750/937... Discriminator Loss: 0.7109... Generator Loss: 1.6237 Epoch 23/25...progress:81.11%....step:760/937... Discriminator Loss: 0.8241... Generator Loss: 1.2933 Epoch 23/25...progress:82.18%....step:770/937... Discriminator Loss: 0.9172... Generator Loss: 1.1330 Epoch 23/25...progress:83.24%....step:780/937... Discriminator Loss: 1.1212... Generator Loss: 0.7857 Epoch 23/25...progress:84.31%....step:790/937... Discriminator Loss: 1.5936... Generator Loss: 0.4836 Epoch 23/25...progress:85.38%....step:800/937... Discriminator Loss: 0.8565... Generator Loss: 1.1937
Epoch 23/25...progress:86.45%....step:810/937... Discriminator Loss: 1.5857... Generator Loss: 0.5741 Epoch 23/25...progress:87.51%....step:820/937... Discriminator Loss: 1.1430... Generator Loss: 0.8308 Epoch 23/25...progress:88.58%....step:830/937... Discriminator Loss: 0.7294... Generator Loss: 1.5517 Epoch 23/25...progress:89.65%....step:840/937... Discriminator Loss: 2.8111... Generator Loss: 0.1961 Epoch 23/25...progress:90.72%....step:850/937... Discriminator Loss: 0.8116... Generator Loss: 1.3012 Epoch 23/25...progress:91.78%....step:860/937... Discriminator Loss: 0.6326... Generator Loss: 1.7241 Epoch 23/25...progress:92.85%....step:870/937... Discriminator Loss: 0.7283... Generator Loss: 1.5428 Epoch 23/25...progress:93.92%....step:880/937... Discriminator Loss: 1.2640... Generator Loss: 0.7037 Epoch 23/25...progress:94.98%....step:890/937... Discriminator Loss: 1.9262... Generator Loss: 0.3813 Epoch 23/25...progress:96.05%....step:900/937... Discriminator Loss: 1.1207... Generator Loss: 0.8549 Epoch 23/25...progress:97.12%....step:910/937... Discriminator Loss: 1.3285... Generator Loss: 0.6425 Epoch 23/25...progress:98.19%....step:920/937... Discriminator Loss: 1.7283... Generator Loss: 0.5448 Epoch 23/25...progress:99.25%....step:930/937... Discriminator Loss: 0.8486... Generator Loss: 1.9998 STARTING epoch: 23 , steps: 937 ........ Epoch 24/25...progress:0.00%....step:0/937... Discriminator Loss: 1.0849... Generator Loss: 0.9118
Epoch 24/25...progress:1.07%....step:10/937... Discriminator Loss: 0.7235... Generator Loss: 2.0469 Epoch 24/25...progress:2.13%....step:20/937... Discriminator Loss: 1.9833... Generator Loss: 0.3706 Epoch 24/25...progress:3.20%....step:30/937... Discriminator Loss: 0.9311... Generator Loss: 1.1276 Epoch 24/25...progress:4.27%....step:40/937... Discriminator Loss: 1.3462... Generator Loss: 0.6104 Epoch 24/25...progress:5.34%....step:50/937... Discriminator Loss: 1.2530... Generator Loss: 0.7877 Epoch 24/25...progress:6.40%....step:60/937... Discriminator Loss: 0.7374... Generator Loss: 1.6160 Epoch 24/25...progress:7.47%....step:70/937... Discriminator Loss: 1.0015... Generator Loss: 1.0012 Epoch 24/25...progress:8.54%....step:80/937... Discriminator Loss: 0.8937... Generator Loss: 1.2136 Epoch 24/25...progress:9.61%....step:90/937... Discriminator Loss: 0.9132... Generator Loss: 1.1820 Epoch 24/25...progress:10.67%....step:100/937... Discriminator Loss: 0.8896... Generator Loss: 1.1603 Epoch 24/25...progress:11.74%....step:110/937... Discriminator Loss: 0.7786... Generator Loss: 1.6880 Epoch 24/25...progress:12.81%....step:120/937... Discriminator Loss: 0.9646... Generator Loss: 0.9253 Epoch 24/25...progress:13.87%....step:130/937... Discriminator Loss: 1.7377... Generator Loss: 0.4092 Epoch 24/25...progress:14.94%....step:140/937... Discriminator Loss: 0.9469... Generator Loss: 1.0567 Epoch 24/25...progress:16.01%....step:150/937... Discriminator Loss: 0.9080... Generator Loss: 1.1273 Epoch 24/25...progress:17.08%....step:160/937... Discriminator Loss: 0.9715... Generator Loss: 0.9636 Epoch 24/25...progress:18.14%....step:170/937... Discriminator Loss: 1.1341... Generator Loss: 0.7985 Epoch 24/25...progress:19.21%....step:180/937... Discriminator Loss: 1.1129... Generator Loss: 0.7888 Epoch 24/25...progress:20.28%....step:190/937... Discriminator Loss: 0.6682... Generator Loss: 1.5434 Epoch 24/25...progress:21.34%....step:200/937... Discriminator Loss: 0.8000... Generator Loss: 1.2834
Epoch 24/25...progress:22.41%....step:210/937... Discriminator Loss: 0.8291... Generator Loss: 1.2125 Epoch 24/25...progress:23.48%....step:220/937... Discriminator Loss: 1.2311... Generator Loss: 0.7251 Epoch 24/25...progress:24.55%....step:230/937... Discriminator Loss: 0.8966... Generator Loss: 1.0790 Epoch 24/25...progress:25.61%....step:240/937... Discriminator Loss: 1.0998... Generator Loss: 0.8560 Epoch 24/25...progress:26.68%....step:250/937... Discriminator Loss: 1.1163... Generator Loss: 0.8075 Epoch 24/25...progress:27.75%....step:260/937... Discriminator Loss: 1.5281... Generator Loss: 0.5101 Epoch 24/25...progress:28.82%....step:270/937... Discriminator Loss: 0.9168... Generator Loss: 1.0984 Epoch 24/25...progress:29.88%....step:280/937... Discriminator Loss: 1.7091... Generator Loss: 3.9878 Epoch 24/25...progress:30.95%....step:290/937... Discriminator Loss: 0.8860... Generator Loss: 1.1650 Epoch 24/25...progress:32.02%....step:300/937... Discriminator Loss: 1.0502... Generator Loss: 0.9506 Epoch 24/25...progress:33.08%....step:310/937... Discriminator Loss: 0.6214... Generator Loss: 2.0979 Epoch 24/25...progress:34.15%....step:320/937... Discriminator Loss: 0.6444... Generator Loss: 1.9698 Epoch 24/25...progress:35.22%....step:330/937... Discriminator Loss: 2.3059... Generator Loss: 0.2899 Epoch 24/25...progress:36.29%....step:340/937... Discriminator Loss: 1.2719... Generator Loss: 0.6810 Epoch 24/25...progress:37.35%....step:350/937... Discriminator Loss: 1.2915... Generator Loss: 0.6874 Epoch 24/25...progress:38.42%....step:360/937... Discriminator Loss: 0.6132... Generator Loss: 1.9755 Epoch 24/25...progress:39.49%....step:370/937... Discriminator Loss: 0.6795... Generator Loss: 1.7921 Epoch 24/25...progress:40.55%....step:380/937... Discriminator Loss: 1.0108... Generator Loss: 0.9336 Epoch 24/25...progress:41.62%....step:390/937... Discriminator Loss: 0.8260... Generator Loss: 2.8623 Epoch 24/25...progress:42.69%....step:400/937... Discriminator Loss: 0.9158... Generator Loss: 1.2500
Epoch 24/25...progress:43.76%....step:410/937... Discriminator Loss: 0.8964... Generator Loss: 1.1967 Epoch 24/25...progress:44.82%....step:420/937... Discriminator Loss: 0.7759... Generator Loss: 1.5335 Epoch 24/25...progress:45.89%....step:430/937... Discriminator Loss: 0.8647... Generator Loss: 1.2045 Epoch 24/25...progress:46.96%....step:440/937... Discriminator Loss: 0.8905... Generator Loss: 1.2953 Epoch 24/25...progress:48.03%....step:450/937... Discriminator Loss: 1.3774... Generator Loss: 0.6759 Epoch 24/25...progress:49.09%....step:460/937... Discriminator Loss: 1.0480... Generator Loss: 0.9464 Epoch 24/25...progress:50.16%....step:470/937... Discriminator Loss: 1.1866... Generator Loss: 0.7944 Epoch 24/25...progress:51.23%....step:480/937... Discriminator Loss: 1.3752... Generator Loss: 0.6836 Epoch 24/25...progress:52.29%....step:490/937... Discriminator Loss: 0.8173... Generator Loss: 1.5655 Epoch 24/25...progress:53.36%....step:500/937... Discriminator Loss: 0.7513... Generator Loss: 1.4685 Epoch 24/25...progress:54.43%....step:510/937... Discriminator Loss: 0.9079... Generator Loss: 1.0181 Epoch 24/25...progress:55.50%....step:520/937... Discriminator Loss: 1.6256... Generator Loss: 0.5043 Epoch 24/25...progress:56.56%....step:530/937... Discriminator Loss: 0.6062... Generator Loss: 1.8298 Epoch 24/25...progress:57.63%....step:540/937... Discriminator Loss: 1.2522... Generator Loss: 0.7501 Epoch 24/25...progress:58.70%....step:550/937... Discriminator Loss: 1.4687... Generator Loss: 0.6409 Epoch 24/25...progress:59.77%....step:560/937... Discriminator Loss: 0.7010... Generator Loss: 2.5776 Epoch 24/25...progress:60.83%....step:570/937... Discriminator Loss: 0.6328... Generator Loss: 1.7349 Epoch 24/25...progress:61.90%....step:580/937... Discriminator Loss: 0.8856... Generator Loss: 1.1786 Epoch 24/25...progress:62.97%....step:590/937... Discriminator Loss: 0.7346... Generator Loss: 1.3589 Epoch 24/25...progress:64.03%....step:600/937... Discriminator Loss: 0.7066... Generator Loss: 1.4761
Epoch 24/25...progress:65.10%....step:610/937... Discriminator Loss: 0.7530... Generator Loss: 1.4176 Epoch 24/25...progress:66.17%....step:620/937... Discriminator Loss: 0.9872... Generator Loss: 0.9384 Epoch 24/25...progress:67.24%....step:630/937... Discriminator Loss: 0.7171... Generator Loss: 1.8699 Epoch 24/25...progress:68.30%....step:640/937... Discriminator Loss: 0.8855... Generator Loss: 1.1166 Epoch 24/25...progress:69.37%....step:650/937... Discriminator Loss: 0.9547... Generator Loss: 2.8932 Epoch 24/25...progress:70.44%....step:660/937... Discriminator Loss: 1.0134... Generator Loss: 0.9042 Epoch 24/25...progress:71.50%....step:670/937... Discriminator Loss: 1.2985... Generator Loss: 3.5323 Epoch 24/25...progress:72.57%....step:680/937... Discriminator Loss: 1.3669... Generator Loss: 4.0542 Epoch 24/25...progress:73.64%....step:690/937... Discriminator Loss: 0.9343... Generator Loss: 1.0047 Epoch 24/25...progress:74.71%....step:700/937... Discriminator Loss: 1.6098... Generator Loss: 0.4232 Epoch 24/25...progress:75.77%....step:710/937... Discriminator Loss: 0.9443... Generator Loss: 1.0336 Epoch 24/25...progress:76.84%....step:720/937... Discriminator Loss: 0.6806... Generator Loss: 1.5963 Epoch 24/25...progress:77.91%....step:730/937... Discriminator Loss: 1.8196... Generator Loss: 0.4260 Epoch 24/25...progress:78.98%....step:740/937... Discriminator Loss: 0.6545... Generator Loss: 1.6124 Epoch 24/25...progress:80.04%....step:750/937... Discriminator Loss: 2.3636... Generator Loss: 4.8961 Epoch 24/25...progress:81.11%....step:760/937... Discriminator Loss: 0.8579... Generator Loss: 1.9110 Epoch 24/25...progress:82.18%....step:770/937... Discriminator Loss: 1.6882... Generator Loss: 0.4570 Epoch 24/25...progress:83.24%....step:780/937... Discriminator Loss: 1.6026... Generator Loss: 0.5967 Epoch 24/25...progress:84.31%....step:790/937... Discriminator Loss: 2.0287... Generator Loss: 0.3045 Epoch 24/25...progress:85.38%....step:800/937... Discriminator Loss: 1.0599... Generator Loss: 0.9040
Epoch 24/25...progress:86.45%....step:810/937... Discriminator Loss: 0.7626... Generator Loss: 1.4728 Epoch 24/25...progress:87.51%....step:820/937... Discriminator Loss: 0.8939... Generator Loss: 1.1061 Epoch 24/25...progress:88.58%....step:830/937... Discriminator Loss: 1.2309... Generator Loss: 0.8726 Epoch 24/25...progress:89.65%....step:840/937... Discriminator Loss: 2.4990... Generator Loss: 0.2339 Epoch 24/25...progress:90.72%....step:850/937... Discriminator Loss: 0.7664... Generator Loss: 1.4265 Epoch 24/25...progress:91.78%....step:860/937... Discriminator Loss: 0.6781... Generator Loss: 1.6128 Epoch 24/25...progress:92.85%....step:870/937... Discriminator Loss: 0.7220... Generator Loss: 2.0546 Epoch 24/25...progress:93.92%....step:880/937... Discriminator Loss: 0.9551... Generator Loss: 1.0575 Epoch 24/25...progress:94.98%....step:890/937... Discriminator Loss: 1.4291... Generator Loss: 0.5860 Epoch 24/25...progress:96.05%....step:900/937... Discriminator Loss: 1.2046... Generator Loss: 0.7591 Epoch 24/25...progress:97.12%....step:910/937... Discriminator Loss: 1.3086... Generator Loss: 0.6318 Epoch 24/25...progress:98.19%....step:920/937... Discriminator Loss: 0.6249... Generator Loss: 2.2720 Epoch 24/25...progress:99.25%....step:930/937... Discriminator Loss: 1.1566... Generator Loss: 0.8203 STARTING epoch: 24 , steps: 937 ........ Epoch 25/25...progress:0.00%....step:0/937... Discriminator Loss: 1.6829... Generator Loss: 0.4539
Epoch 25/25...progress:1.07%....step:10/937... Discriminator Loss: 0.9415... Generator Loss: 2.3221 Epoch 25/25...progress:2.13%....step:20/937... Discriminator Loss: 1.2320... Generator Loss: 0.6936 Epoch 25/25...progress:3.20%....step:30/937... Discriminator Loss: 1.2332... Generator Loss: 0.7254 Epoch 25/25...progress:4.27%....step:40/937... Discriminator Loss: 1.0582... Generator Loss: 0.8847 Epoch 25/25...progress:5.34%....step:50/937... Discriminator Loss: 1.9591... Generator Loss: 0.3941 Epoch 25/25...progress:6.40%....step:60/937... Discriminator Loss: 1.0397... Generator Loss: 0.9365 Epoch 25/25...progress:7.47%....step:70/937... Discriminator Loss: 1.4533... Generator Loss: 0.6651 Epoch 25/25...progress:8.54%....step:80/937... Discriminator Loss: 0.9390... Generator Loss: 1.1690 Epoch 25/25...progress:9.61%....step:90/937... Discriminator Loss: 1.7308... Generator Loss: 0.4341 Epoch 25/25...progress:10.67%....step:100/937... Discriminator Loss: 0.8612... Generator Loss: 1.1993 Epoch 25/25...progress:11.74%....step:110/937... Discriminator Loss: 1.3273... Generator Loss: 0.6915 Epoch 25/25...progress:12.81%....step:120/937... Discriminator Loss: 0.8385... Generator Loss: 1.1150 Epoch 25/25...progress:13.87%....step:130/937... Discriminator Loss: 1.4126... Generator Loss: 0.5616 Epoch 25/25...progress:14.94%....step:140/937... Discriminator Loss: 0.6514... Generator Loss: 1.7265 Epoch 25/25...progress:16.01%....step:150/937... Discriminator Loss: 0.8712... Generator Loss: 1.1470 Epoch 25/25...progress:17.08%....step:160/937... Discriminator Loss: 0.9042... Generator Loss: 1.0566 Epoch 25/25...progress:18.14%....step:170/937... Discriminator Loss: 0.8294... Generator Loss: 1.2086 Epoch 25/25...progress:19.21%....step:180/937... Discriminator Loss: 0.9079... Generator Loss: 1.1230 Epoch 25/25...progress:20.28%....step:190/937... Discriminator Loss: 1.4290... Generator Loss: 3.2864 Epoch 25/25...progress:21.34%....step:200/937... Discriminator Loss: 0.7401... Generator Loss: 2.4751
Epoch 25/25...progress:22.41%....step:210/937... Discriminator Loss: 1.3379... Generator Loss: 0.7001 Epoch 25/25...progress:23.48%....step:220/937... Discriminator Loss: 0.8720... Generator Loss: 1.0510 Epoch 25/25...progress:24.55%....step:230/937... Discriminator Loss: 0.6734... Generator Loss: 1.5600 Epoch 25/25...progress:25.61%....step:240/937... Discriminator Loss: 1.5211... Generator Loss: 0.5284 Epoch 25/25...progress:26.68%....step:250/937... Discriminator Loss: 2.5021... Generator Loss: 0.2746 Epoch 25/25...progress:27.75%....step:260/937... Discriminator Loss: 1.2037... Generator Loss: 0.7245 Epoch 25/25...progress:28.82%....step:270/937... Discriminator Loss: 1.4563... Generator Loss: 0.5758 Epoch 25/25...progress:29.88%....step:280/937... Discriminator Loss: 1.3392... Generator Loss: 3.4990 Epoch 25/25...progress:30.95%....step:290/937... Discriminator Loss: 0.8741... Generator Loss: 1.2639 Epoch 25/25...progress:32.02%....step:300/937... Discriminator Loss: 1.5986... Generator Loss: 0.5011 Epoch 25/25...progress:33.08%....step:310/937... Discriminator Loss: 0.8183... Generator Loss: 1.2097 Epoch 25/25...progress:34.15%....step:320/937... Discriminator Loss: 0.7450... Generator Loss: 1.5461 Epoch 25/25...progress:35.22%....step:330/937... Discriminator Loss: 1.2046... Generator Loss: 0.7500 Epoch 25/25...progress:36.29%....step:340/937... Discriminator Loss: 1.2236... Generator Loss: 0.7704 Epoch 25/25...progress:37.35%....step:350/937... Discriminator Loss: 0.8153... Generator Loss: 1.3188 Epoch 25/25...progress:38.42%....step:360/937... Discriminator Loss: 0.6587... Generator Loss: 1.5635 Epoch 25/25...progress:39.49%....step:370/937... Discriminator Loss: 0.7798... Generator Loss: 1.2714 Epoch 25/25...progress:40.55%....step:380/937... Discriminator Loss: 0.7470... Generator Loss: 1.3689 Epoch 25/25...progress:41.62%....step:390/937... Discriminator Loss: 1.6396... Generator Loss: 0.5277 Epoch 25/25...progress:42.69%....step:400/937... Discriminator Loss: 1.6487... Generator Loss: 0.5370
Epoch 25/25...progress:43.76%....step:410/937... Discriminator Loss: 0.8661... Generator Loss: 1.1755 Epoch 25/25...progress:44.82%....step:420/937... Discriminator Loss: 0.7544... Generator Loss: 1.4385 Epoch 25/25...progress:45.89%....step:430/937... Discriminator Loss: 1.4129... Generator Loss: 0.5926 Epoch 25/25...progress:46.96%....step:440/937... Discriminator Loss: 0.8961... Generator Loss: 1.0657 Epoch 25/25...progress:48.03%....step:450/937... Discriminator Loss: 0.8261... Generator Loss: 1.2812 Epoch 25/25...progress:49.09%....step:460/937... Discriminator Loss: 0.7821... Generator Loss: 1.4198 Epoch 25/25...progress:50.16%....step:470/937... Discriminator Loss: 0.6255... Generator Loss: 2.6003 Epoch 25/25...progress:51.23%....step:480/937... Discriminator Loss: 0.6847... Generator Loss: 2.3177 Epoch 25/25...progress:52.29%....step:490/937... Discriminator Loss: 0.9355... Generator Loss: 1.8782 Epoch 25/25...progress:53.36%....step:500/937... Discriminator Loss: 0.7468... Generator Loss: 1.3907 Epoch 25/25...progress:54.43%....step:510/937... Discriminator Loss: 1.0085... Generator Loss: 0.9282 Epoch 25/25...progress:55.50%....step:520/937... Discriminator Loss: 1.1649... Generator Loss: 0.7847 Epoch 25/25...progress:56.56%....step:530/937... Discriminator Loss: 0.6635... Generator Loss: 1.6507 Epoch 25/25...progress:57.63%....step:540/937... Discriminator Loss: 0.7617... Generator Loss: 1.8867 Epoch 25/25...progress:58.70%....step:550/937... Discriminator Loss: 1.8106... Generator Loss: 0.4683 Epoch 25/25...progress:59.77%....step:560/937... Discriminator Loss: 1.0864... Generator Loss: 3.0604 Epoch 25/25...progress:60.83%....step:570/937... Discriminator Loss: 1.0486... Generator Loss: 0.9403 Epoch 25/25...progress:61.90%....step:580/937... Discriminator Loss: 1.9680... Generator Loss: 0.3638 Epoch 25/25...progress:62.97%....step:590/937... Discriminator Loss: 0.9629... Generator Loss: 0.9733 Epoch 25/25...progress:64.03%....step:600/937... Discriminator Loss: 1.3470... Generator Loss: 0.7527
Epoch 25/25...progress:65.10%....step:610/937... Discriminator Loss: 1.5463... Generator Loss: 0.5794 Epoch 25/25...progress:66.17%....step:620/937... Discriminator Loss: 1.0170... Generator Loss: 0.8918 Epoch 25/25...progress:67.24%....step:630/937... Discriminator Loss: 1.1496... Generator Loss: 0.8238 Epoch 25/25...progress:68.30%....step:640/937... Discriminator Loss: 0.8244... Generator Loss: 1.2325 Epoch 25/25...progress:69.37%....step:650/937... Discriminator Loss: 0.9082... Generator Loss: 1.0663 Epoch 25/25...progress:70.44%....step:660/937... Discriminator Loss: 0.9346... Generator Loss: 1.0291 Epoch 25/25...progress:71.50%....step:670/937... Discriminator Loss: 2.3519... Generator Loss: 0.2385 Epoch 25/25...progress:72.57%....step:680/937... Discriminator Loss: 0.8173... Generator Loss: 1.3116 Epoch 25/25...progress:73.64%....step:690/937... Discriminator Loss: 1.6640... Generator Loss: 0.4153 Epoch 25/25...progress:74.71%....step:700/937... Discriminator Loss: 2.1092... Generator Loss: 0.2977 Epoch 25/25...progress:75.77%....step:710/937... Discriminator Loss: 1.3580... Generator Loss: 0.6385 Epoch 25/25...progress:76.84%....step:720/937... Discriminator Loss: 0.7544... Generator Loss: 1.4348 Epoch 25/25...progress:77.91%....step:730/937... Discriminator Loss: 1.2460... Generator Loss: 0.6882 Epoch 25/25...progress:78.98%....step:740/937... Discriminator Loss: 0.7170... Generator Loss: 1.4892 Epoch 25/25...progress:80.04%....step:750/937... Discriminator Loss: 1.1608... Generator Loss: 0.8129 Epoch 25/25...progress:81.11%....step:760/937... Discriminator Loss: 0.6533... Generator Loss: 1.6557 Epoch 25/25...progress:82.18%....step:770/937... Discriminator Loss: 0.8913... Generator Loss: 1.1079 Epoch 25/25...progress:83.24%....step:780/937... Discriminator Loss: 0.9360... Generator Loss: 1.0063 Epoch 25/25...progress:84.31%....step:790/937... Discriminator Loss: 0.9142... Generator Loss: 1.1168 Epoch 25/25...progress:85.38%....step:800/937... Discriminator Loss: 0.9644... Generator Loss: 1.0467
Epoch 25/25...progress:86.45%....step:810/937... Discriminator Loss: 2.5329... Generator Loss: 0.2157 Epoch 25/25...progress:87.51%....step:820/937... Discriminator Loss: 0.9522... Generator Loss: 1.0326 Epoch 25/25...progress:88.58%....step:830/937... Discriminator Loss: 0.5304... Generator Loss: 2.1934 Epoch 25/25...progress:89.65%....step:840/937... Discriminator Loss: 2.5519... Generator Loss: 0.2255 Epoch 25/25...progress:90.72%....step:850/937... Discriminator Loss: 0.8580... Generator Loss: 1.2079 Epoch 25/25...progress:91.78%....step:860/937... Discriminator Loss: 0.6187... Generator Loss: 1.7602 Epoch 25/25...progress:92.85%....step:870/937... Discriminator Loss: 0.6316... Generator Loss: 2.1800 Epoch 25/25...progress:93.92%....step:880/937... Discriminator Loss: 0.7696... Generator Loss: 2.7276 Epoch 25/25...progress:94.98%....step:890/937... Discriminator Loss: 1.7062... Generator Loss: 0.4304 Epoch 25/25...progress:96.05%....step:900/937... Discriminator Loss: 1.2658... Generator Loss: 0.7323 Epoch 25/25...progress:97.12%....step:910/937... Discriminator Loss: 2.2173... Generator Loss: 0.2731 Epoch 25/25...progress:98.19%....step:920/937... Discriminator Loss: 0.8496... Generator Loss: 1.1752 Epoch 25/25...progress:99.25%....step:930/937... Discriminator Loss: 0.8983... Generator Loss: 1.0715
Last train discriminator Loss: 0.8983 Last train generator Loss: 1.0715
Run your GANs on CelebA. It will take around 20 minutes on the average GPU to run one epoch. You can run the whole epoch or stop when it starts to generate realistic faces.
batch_size = 32 #64
z_dim = 200
learning_rate = 0.0005
beta1 = 0.1
#epochs = 25
"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
epochs = 25
celeba_dataset = helper.Dataset('celeba', glob(os.path.join(data_dir, 'img_align_celeba/*.jpg')))
with tf.Graph().as_default():
train(epochs, batch_size, z_dim, learning_rate, beta1, celeba_dataset.get_batches,
celeba_dataset.shape, celeba_dataset.image_mode)
STARTING epoch: 0 , steps: 3780 ........ Epoch 1/25...progress:0.00%....step:0/3780... Discriminator Loss: 8.7570... Generator Loss: 0.0005
Epoch 1/25...progress:0.26%....step:10/3780... Discriminator Loss: 5.0758... Generator Loss: 0.0127 Epoch 1/25...progress:0.53%....step:20/3780... Discriminator Loss: 3.6278... Generator Loss: 0.0493 Epoch 1/25...progress:0.79%....step:30/3780... Discriminator Loss: 4.9574... Generator Loss: 0.0131 Epoch 1/25...progress:1.06%....step:40/3780... Discriminator Loss: 3.1103... Generator Loss: 0.0888 Epoch 1/25...progress:1.32%....step:50/3780... Discriminator Loss: 3.1505... Generator Loss: 0.0748 Epoch 1/25...progress:1.59%....step:60/3780... Discriminator Loss: 2.1760... Generator Loss: 0.2407 Epoch 1/25...progress:1.85%....step:70/3780... Discriminator Loss: 0.9888... Generator Loss: 1.1586 Epoch 1/25...progress:2.12%....step:80/3780... Discriminator Loss: 1.6730... Generator Loss: 1.4916 Epoch 1/25...progress:2.38%....step:90/3780... Discriminator Loss: 2.0094... Generator Loss: 3.3070 Epoch 1/25...progress:2.65%....step:100/3780... Discriminator Loss: 1.5014... Generator Loss: 2.6742 Epoch 1/25...progress:2.91%....step:110/3780... Discriminator Loss: 1.5023... Generator Loss: 1.9554 Epoch 1/25...progress:3.17%....step:120/3780... Discriminator Loss: 0.7261... Generator Loss: 2.0971 Epoch 1/25...progress:3.44%....step:130/3780... Discriminator Loss: 1.5347... Generator Loss: 2.8001 Epoch 1/25...progress:3.70%....step:140/3780... Discriminator Loss: 1.0502... Generator Loss: 2.3297 Epoch 1/25...progress:3.97%....step:150/3780... Discriminator Loss: 1.4371... Generator Loss: 2.4099 Epoch 1/25...progress:4.23%....step:160/3780... Discriminator Loss: 1.1832... Generator Loss: 2.1456 Epoch 1/25...progress:4.50%....step:170/3780... Discriminator Loss: 1.1026... Generator Loss: 2.3107 Epoch 1/25...progress:4.76%....step:180/3780... Discriminator Loss: 1.3216... Generator Loss: 1.8509 Epoch 1/25...progress:5.03%....step:190/3780... Discriminator Loss: 2.2454... Generator Loss: 0.1726 Epoch 1/25...progress:5.29%....step:200/3780... Discriminator Loss: 0.7252... Generator Loss: 1.7639
Epoch 1/25...progress:5.56%....step:210/3780... Discriminator Loss: 1.7747... Generator Loss: 1.0451 Epoch 1/25...progress:5.82%....step:220/3780... Discriminator Loss: 0.9540... Generator Loss: 1.6863 Epoch 1/25...progress:6.08%....step:230/3780... Discriminator Loss: 0.9758... Generator Loss: 1.9432 Epoch 1/25...progress:6.35%....step:240/3780... Discriminator Loss: 1.0862... Generator Loss: 2.6369 Epoch 1/25...progress:6.61%....step:250/3780... Discriminator Loss: 0.6774... Generator Loss: 2.2326 Epoch 1/25...progress:6.88%....step:260/3780... Discriminator Loss: 1.6624... Generator Loss: 2.1989 Epoch 1/25...progress:7.14%....step:270/3780... Discriminator Loss: 1.2372... Generator Loss: 1.0685 Epoch 1/25...progress:7.41%....step:280/3780... Discriminator Loss: 1.7065... Generator Loss: 0.6369 Epoch 1/25...progress:7.67%....step:290/3780... Discriminator Loss: 0.8377... Generator Loss: 1.5820 Epoch 1/25...progress:7.94%....step:300/3780... Discriminator Loss: 0.8913... Generator Loss: 1.6624 Epoch 1/25...progress:8.20%....step:310/3780... Discriminator Loss: 1.4994... Generator Loss: 0.8040 Epoch 1/25...progress:8.47%....step:320/3780... Discriminator Loss: 1.5464... Generator Loss: 2.4708 Epoch 1/25...progress:8.73%....step:330/3780... Discriminator Loss: 1.0927... Generator Loss: 0.8450 Epoch 1/25...progress:8.99%....step:340/3780... Discriminator Loss: 2.9366... Generator Loss: 0.0905 Epoch 1/25...progress:9.26%....step:350/3780... Discriminator Loss: 2.6793... Generator Loss: 0.1169 Epoch 1/25...progress:9.52%....step:360/3780... Discriminator Loss: 1.4350... Generator Loss: 1.2931 Epoch 1/25...progress:9.79%....step:370/3780... Discriminator Loss: 2.2492... Generator Loss: 0.1752 Epoch 1/25...progress:10.05%....step:380/3780... Discriminator Loss: 0.8406... Generator Loss: 1.8311 Epoch 1/25...progress:10.32%....step:390/3780... Discriminator Loss: 1.1476... Generator Loss: 1.6161 Epoch 1/25...progress:10.58%....step:400/3780... Discriminator Loss: 0.8782... Generator Loss: 1.3749
Epoch 1/25...progress:10.85%....step:410/3780... Discriminator Loss: 0.9440... Generator Loss: 2.3991 Epoch 1/25...progress:11.11%....step:420/3780... Discriminator Loss: 0.8168... Generator Loss: 2.0876 Epoch 1/25...progress:11.38%....step:430/3780... Discriminator Loss: 0.8455... Generator Loss: 1.0280 Epoch 1/25...progress:11.64%....step:440/3780... Discriminator Loss: 2.2358... Generator Loss: 0.1792 Epoch 1/25...progress:11.90%....step:450/3780... Discriminator Loss: 2.1000... Generator Loss: 0.2152 Epoch 1/25...progress:12.17%....step:460/3780... Discriminator Loss: 0.7925... Generator Loss: 1.4258 Epoch 1/25...progress:12.43%....step:470/3780... Discriminator Loss: 2.1785... Generator Loss: 1.2142 Epoch 1/25...progress:12.70%....step:480/3780... Discriminator Loss: 0.8376... Generator Loss: 1.5873 Epoch 1/25...progress:12.96%....step:490/3780... Discriminator Loss: 0.8985... Generator Loss: 2.5251 Epoch 1/25...progress:13.23%....step:500/3780... Discriminator Loss: 0.8211... Generator Loss: 1.6519 Epoch 1/25...progress:13.49%....step:510/3780... Discriminator Loss: 0.8854... Generator Loss: 2.8512 Epoch 1/25...progress:13.76%....step:520/3780... Discriminator Loss: 0.8860... Generator Loss: 1.3317 Epoch 1/25...progress:14.02%....step:530/3780... Discriminator Loss: 1.4568... Generator Loss: 2.9661 Epoch 1/25...progress:14.29%....step:540/3780... Discriminator Loss: 1.1235... Generator Loss: 0.8529 Epoch 1/25...progress:14.55%....step:550/3780... Discriminator Loss: 1.9129... Generator Loss: 0.2500 Epoch 1/25...progress:14.81%....step:560/3780... Discriminator Loss: 0.7975... Generator Loss: 1.4410 Epoch 1/25...progress:15.08%....step:570/3780... Discriminator Loss: 0.8428... Generator Loss: 1.2874 Epoch 1/25...progress:15.34%....step:580/3780... Discriminator Loss: 1.7809... Generator Loss: 1.1281 Epoch 1/25...progress:15.61%....step:590/3780... Discriminator Loss: 1.4543... Generator Loss: 0.4929 Epoch 1/25...progress:15.87%....step:600/3780... Discriminator Loss: 1.2894... Generator Loss: 0.5546
Epoch 1/25...progress:16.14%....step:610/3780... Discriminator Loss: 0.9234... Generator Loss: 2.4267 Epoch 1/25...progress:16.40%....step:620/3780... Discriminator Loss: 2.8460... Generator Loss: 0.0922 Epoch 1/25...progress:16.67%....step:630/3780... Discriminator Loss: 1.1839... Generator Loss: 0.6369 Epoch 1/25...progress:16.93%....step:640/3780... Discriminator Loss: 1.6901... Generator Loss: 0.3321 Epoch 1/25...progress:17.20%....step:650/3780... Discriminator Loss: 1.4853... Generator Loss: 0.4731 Epoch 1/25...progress:17.46%....step:660/3780... Discriminator Loss: 1.7443... Generator Loss: 0.3586 Epoch 1/25...progress:17.72%....step:670/3780... Discriminator Loss: 0.9020... Generator Loss: 1.6566 Epoch 1/25...progress:17.99%....step:680/3780... Discriminator Loss: 1.6857... Generator Loss: 1.4632 Epoch 1/25...progress:18.25%....step:690/3780... Discriminator Loss: 0.8633... Generator Loss: 1.7218 Epoch 1/25...progress:18.52%....step:700/3780... Discriminator Loss: 1.8965... Generator Loss: 1.1640 Epoch 1/25...progress:18.78%....step:710/3780... Discriminator Loss: 0.8089... Generator Loss: 1.2937 Epoch 1/25...progress:19.05%....step:720/3780... Discriminator Loss: 2.0558... Generator Loss: 1.3412 Epoch 1/25...progress:19.31%....step:730/3780... Discriminator Loss: 1.9959... Generator Loss: 0.2520 Epoch 1/25...progress:19.58%....step:740/3780... Discriminator Loss: 1.0697... Generator Loss: 1.1000 Epoch 1/25...progress:19.84%....step:750/3780... Discriminator Loss: 1.3090... Generator Loss: 0.9893 Epoch 1/25...progress:20.11%....step:760/3780... Discriminator Loss: 1.7281... Generator Loss: 1.0718 Epoch 1/25...progress:20.37%....step:770/3780... Discriminator Loss: 0.9096... Generator Loss: 1.0252 Epoch 1/25...progress:20.63%....step:780/3780... Discriminator Loss: 1.1363... Generator Loss: 1.3904 Epoch 1/25...progress:20.90%....step:790/3780... Discriminator Loss: 0.8160... Generator Loss: 1.0757 Epoch 1/25...progress:21.16%....step:800/3780... Discriminator Loss: 0.9474... Generator Loss: 1.0572
Epoch 1/25...progress:21.43%....step:810/3780... Discriminator Loss: 1.7853... Generator Loss: 0.3171 Epoch 1/25...progress:21.69%....step:820/3780... Discriminator Loss: 0.8858... Generator Loss: 1.0936 Epoch 1/25...progress:21.96%....step:830/3780... Discriminator Loss: 0.6532... Generator Loss: 2.6104 Epoch 1/25...progress:22.22%....step:840/3780... Discriminator Loss: 1.5463... Generator Loss: 1.3285 Epoch 1/25...progress:22.49%....step:850/3780... Discriminator Loss: 0.7612... Generator Loss: 1.4031 Epoch 1/25...progress:22.75%....step:860/3780... Discriminator Loss: 1.6828... Generator Loss: 0.3768 Epoch 1/25...progress:23.02%....step:870/3780... Discriminator Loss: 1.1383... Generator Loss: 2.6189 Epoch 1/25...progress:23.28%....step:880/3780... Discriminator Loss: 0.9578... Generator Loss: 1.2157 Epoch 1/25...progress:23.54%....step:890/3780... Discriminator Loss: 1.1439... Generator Loss: 0.6777 Epoch 1/25...progress:23.81%....step:900/3780... Discriminator Loss: 1.7220... Generator Loss: 0.7275 Epoch 1/25...progress:24.07%....step:910/3780... Discriminator Loss: 0.8163... Generator Loss: 1.0294 Epoch 1/25...progress:24.34%....step:920/3780... Discriminator Loss: 1.4606... Generator Loss: 0.4576 Epoch 1/25...progress:24.60%....step:930/3780... Discriminator Loss: 1.8830... Generator Loss: 0.2629 Epoch 1/25...progress:24.87%....step:940/3780... Discriminator Loss: 1.3100... Generator Loss: 0.5509 Epoch 1/25...progress:25.13%....step:950/3780... Discriminator Loss: 1.0080... Generator Loss: 0.8271 Epoch 1/25...progress:25.40%....step:960/3780... Discriminator Loss: 1.4915... Generator Loss: 0.6623 Epoch 1/25...progress:25.66%....step:970/3780... Discriminator Loss: 1.2976... Generator Loss: 1.3785 Epoch 1/25...progress:25.93%....step:980/3780... Discriminator Loss: 1.9297... Generator Loss: 0.2493 Epoch 1/25...progress:26.19%....step:990/3780... Discriminator Loss: 1.2237... Generator Loss: 0.6136 Epoch 1/25...progress:26.46%....step:1000/3780... Discriminator Loss: 1.6167... Generator Loss: 0.8827
Epoch 1/25...progress:26.72%....step:1010/3780... Discriminator Loss: 0.8298... Generator Loss: 1.2450 Epoch 1/25...progress:26.98%....step:1020/3780... Discriminator Loss: 1.8139... Generator Loss: 0.2783 Epoch 1/25...progress:27.25%....step:1030/3780... Discriminator Loss: 1.8288... Generator Loss: 0.2788 Epoch 1/25...progress:27.51%....step:1040/3780... Discriminator Loss: 0.7185... Generator Loss: 1.2765 Epoch 1/25...progress:27.78%....step:1050/3780... Discriminator Loss: 0.7038... Generator Loss: 1.9092 Epoch 1/25...progress:28.04%....step:1060/3780... Discriminator Loss: 1.6458... Generator Loss: 0.3796 Epoch 1/25...progress:28.31%....step:1070/3780... Discriminator Loss: 1.6736... Generator Loss: 0.3247 Epoch 1/25...progress:28.57%....step:1080/3780... Discriminator Loss: 0.9654... Generator Loss: 0.8919 Epoch 1/25...progress:28.84%....step:1090/3780... Discriminator Loss: 1.9084... Generator Loss: 0.2589 Epoch 1/25...progress:29.10%....step:1100/3780... Discriminator Loss: 1.0863... Generator Loss: 1.5886 Epoch 1/25...progress:29.37%....step:1110/3780... Discriminator Loss: 1.0400... Generator Loss: 1.2753 Epoch 1/25...progress:29.63%....step:1120/3780... Discriminator Loss: 1.5819... Generator Loss: 1.3215 Epoch 1/25...progress:29.89%....step:1130/3780... Discriminator Loss: 1.0943... Generator Loss: 0.8743 Epoch 1/25...progress:30.16%....step:1140/3780... Discriminator Loss: 0.9881... Generator Loss: 0.8101 Epoch 1/25...progress:30.42%....step:1150/3780... Discriminator Loss: 1.8561... Generator Loss: 1.7873 Epoch 1/25...progress:30.69%....step:1160/3780... Discriminator Loss: 1.0489... Generator Loss: 0.7961 Epoch 1/25...progress:30.95%....step:1170/3780... Discriminator Loss: 1.2886... Generator Loss: 1.6620 Epoch 1/25...progress:31.22%....step:1180/3780... Discriminator Loss: 1.2187... Generator Loss: 0.5895 Epoch 1/25...progress:31.48%....step:1190/3780... Discriminator Loss: 1.3218... Generator Loss: 0.5196 Epoch 1/25...progress:31.75%....step:1200/3780... Discriminator Loss: 1.5088... Generator Loss: 0.4184
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Epoch 1/25...progress:37.30%....step:1410/3780... Discriminator Loss: 1.1416... Generator Loss: 0.7930 Epoch 1/25...progress:37.57%....step:1420/3780... Discriminator Loss: 1.2138... Generator Loss: 2.2894 Epoch 1/25...progress:37.83%....step:1430/3780... Discriminator Loss: 1.1276... Generator Loss: 1.3225 Epoch 1/25...progress:38.10%....step:1440/3780... Discriminator Loss: 1.7343... Generator Loss: 0.3159 Epoch 1/25...progress:38.36%....step:1450/3780... Discriminator Loss: 1.2907... Generator Loss: 0.7114 Epoch 1/25...progress:38.62%....step:1460/3780... Discriminator Loss: 1.5751... Generator Loss: 0.4393 Epoch 1/25...progress:38.89%....step:1470/3780... Discriminator Loss: 0.9115... Generator Loss: 1.4774 Epoch 1/25...progress:39.15%....step:1480/3780... Discriminator Loss: 1.2858... Generator Loss: 0.5638 Epoch 1/25...progress:39.42%....step:1490/3780... Discriminator Loss: 1.2207... Generator Loss: 0.8748 Epoch 1/25...progress:39.68%....step:1500/3780... Discriminator Loss: 1.6012... Generator Loss: 0.3907 Epoch 1/25...progress:39.95%....step:1510/3780... Discriminator Loss: 1.5707... Generator Loss: 2.1960 Epoch 1/25...progress:40.21%....step:1520/3780... Discriminator Loss: 1.2181... Generator Loss: 0.7975 Epoch 1/25...progress:40.48%....step:1530/3780... Discriminator Loss: 0.9906... Generator Loss: 0.8674 Epoch 1/25...progress:40.74%....step:1540/3780... Discriminator Loss: 1.3559... Generator Loss: 0.6329 Epoch 1/25...progress:41.01%....step:1550/3780... Discriminator Loss: 1.8038... Generator Loss: 0.2924 Epoch 1/25...progress:41.27%....step:1560/3780... Discriminator Loss: 1.1420... Generator Loss: 0.8023 Epoch 1/25...progress:41.53%....step:1570/3780... Discriminator Loss: 1.2450... Generator Loss: 0.5492 Epoch 1/25...progress:41.80%....step:1580/3780... Discriminator Loss: 1.4304... Generator Loss: 0.8767 Epoch 1/25...progress:42.06%....step:1590/3780... Discriminator Loss: 1.2620... Generator Loss: 1.0086 Epoch 1/25...progress:42.33%....step:1600/3780... Discriminator Loss: 1.5485... Generator Loss: 0.4498
Epoch 1/25...progress:42.59%....step:1610/3780... Discriminator Loss: 0.9065... Generator Loss: 1.0810 Epoch 1/25...progress:42.86%....step:1620/3780... Discriminator Loss: 1.6616... Generator Loss: 0.3443 Epoch 1/25...progress:43.12%....step:1630/3780... Discriminator Loss: 1.6801... Generator Loss: 0.3365 Epoch 1/25...progress:43.39%....step:1640/3780... Discriminator Loss: 1.4040... Generator Loss: 0.4979 Epoch 1/25...progress:43.65%....step:1650/3780... Discriminator Loss: 0.9746... Generator Loss: 0.9584 Epoch 1/25...progress:43.92%....step:1660/3780... Discriminator Loss: 1.8837... Generator Loss: 0.2569 Epoch 1/25...progress:44.18%....step:1670/3780... Discriminator Loss: 0.9480... Generator Loss: 0.8874 Epoch 1/25...progress:44.44%....step:1680/3780... Discriminator Loss: 1.2285... Generator Loss: 1.1653 Epoch 1/25...progress:44.71%....step:1690/3780... Discriminator Loss: 1.5255... Generator Loss: 0.4187 Epoch 1/25...progress:44.97%....step:1700/3780... Discriminator Loss: 2.1071... Generator Loss: 0.2027 Epoch 1/25...progress:45.24%....step:1710/3780... Discriminator Loss: 1.8211... Generator Loss: 0.3210 Epoch 1/25...progress:45.50%....step:1720/3780... Discriminator Loss: 1.5588... Generator Loss: 0.3843 Epoch 1/25...progress:45.77%....step:1730/3780... Discriminator Loss: 1.7141... Generator Loss: 0.3155 Epoch 1/25...progress:46.03%....step:1740/3780... Discriminator Loss: 0.8290... Generator Loss: 1.4615 Epoch 1/25...progress:46.30%....step:1750/3780... Discriminator Loss: 1.4105... Generator Loss: 0.5058 Epoch 1/25...progress:46.56%....step:1760/3780... Discriminator Loss: 1.6617... Generator Loss: 2.3673 Epoch 1/25...progress:46.83%....step:1770/3780... Discriminator Loss: 1.1455... Generator Loss: 0.7535 Epoch 1/25...progress:47.09%....step:1780/3780... Discriminator Loss: 1.3628... Generator Loss: 0.5126 Epoch 1/25...progress:47.35%....step:1790/3780... Discriminator Loss: 0.7332... Generator Loss: 2.1539 Epoch 1/25...progress:47.62%....step:1800/3780... Discriminator Loss: 0.9984... Generator Loss: 0.9496
Epoch 1/25...progress:47.88%....step:1810/3780... Discriminator Loss: 0.7049... Generator Loss: 1.4238 Epoch 1/25...progress:48.15%....step:1820/3780... Discriminator Loss: 1.8866... Generator Loss: 1.1862 Epoch 1/25...progress:48.41%....step:1830/3780... Discriminator Loss: 1.2584... Generator Loss: 2.7205 Epoch 1/25...progress:48.68%....step:1840/3780... Discriminator Loss: 1.2725... Generator Loss: 0.5823 Epoch 1/25...progress:48.94%....step:1850/3780... Discriminator Loss: 0.7580... Generator Loss: 1.3441 Epoch 1/25...progress:49.21%....step:1860/3780... Discriminator Loss: 0.9124... Generator Loss: 1.6883 Epoch 1/25...progress:49.47%....step:1870/3780... Discriminator Loss: 1.0951... Generator Loss: 1.0170 Epoch 1/25...progress:49.74%....step:1880/3780... Discriminator Loss: 0.9383... Generator Loss: 0.9902 Epoch 1/25...progress:50.00%....step:1890/3780... Discriminator Loss: 1.6274... Generator Loss: 0.3580 Epoch 1/25...progress:50.26%....step:1900/3780... Discriminator Loss: 1.3841... Generator Loss: 0.5046 Epoch 1/25...progress:50.53%....step:1910/3780... Discriminator Loss: 1.0406... Generator Loss: 0.8361 Epoch 1/25...progress:50.79%....step:1920/3780... Discriminator Loss: 1.1696... Generator Loss: 0.7843 Epoch 1/25...progress:51.06%....step:1930/3780... Discriminator Loss: 1.9015... Generator Loss: 0.2486 Epoch 1/25...progress:51.32%....step:1940/3780... Discriminator Loss: 0.6872... Generator Loss: 1.8476 Epoch 1/25...progress:51.59%....step:1950/3780... Discriminator Loss: 1.7584... Generator Loss: 1.1207 Epoch 1/25...progress:51.85%....step:1960/3780... Discriminator Loss: 1.5931... Generator Loss: 0.4178 Epoch 1/25...progress:52.12%....step:1970/3780... Discriminator Loss: 1.2381... Generator Loss: 0.6003 Epoch 1/25...progress:52.38%....step:1980/3780... Discriminator Loss: 0.9754... Generator Loss: 0.8672 Epoch 1/25...progress:52.65%....step:1990/3780... Discriminator Loss: 0.9548... Generator Loss: 1.0405 Epoch 1/25...progress:52.91%....step:2000/3780... Discriminator Loss: 1.4756... Generator Loss: 0.4332
Epoch 1/25...progress:53.17%....step:2010/3780... Discriminator Loss: 1.4359... Generator Loss: 0.6565 Epoch 1/25...progress:53.44%....step:2020/3780... Discriminator Loss: 1.1647... Generator Loss: 1.3946 Epoch 1/25...progress:53.70%....step:2030/3780... Discriminator Loss: 1.0464... Generator Loss: 0.7825 Epoch 1/25...progress:53.97%....step:2040/3780... Discriminator Loss: 1.3728... Generator Loss: 1.1678 Epoch 1/25...progress:54.23%....step:2050/3780... Discriminator Loss: 0.8740... Generator Loss: 1.0488 Epoch 1/25...progress:54.50%....step:2060/3780... Discriminator Loss: 1.1429... Generator Loss: 1.1002 Epoch 1/25...progress:54.76%....step:2070/3780... Discriminator Loss: 2.3732... Generator Loss: 0.1631 Epoch 1/25...progress:55.03%....step:2080/3780... Discriminator Loss: 1.1409... Generator Loss: 1.2015 Epoch 1/25...progress:55.29%....step:2090/3780... Discriminator Loss: 1.1610... Generator Loss: 1.2168 Epoch 1/25...progress:55.56%....step:2100/3780... Discriminator Loss: 1.6091... Generator Loss: 0.3732 Epoch 1/25...progress:55.82%....step:2110/3780... Discriminator Loss: 1.2689... Generator Loss: 1.4092 Epoch 1/25...progress:56.08%....step:2120/3780... Discriminator Loss: 1.0171... Generator Loss: 1.0021 Epoch 1/25...progress:56.35%....step:2130/3780... Discriminator Loss: 2.1934... Generator Loss: 0.1801 Epoch 1/25...progress:56.61%....step:2140/3780... Discriminator Loss: 1.2088... Generator Loss: 0.6314 Epoch 1/25...progress:56.88%....step:2150/3780... Discriminator Loss: 1.6929... Generator Loss: 0.3404 Epoch 1/25...progress:57.14%....step:2160/3780... Discriminator Loss: 1.1905... Generator Loss: 0.8078 Epoch 1/25...progress:57.41%....step:2170/3780... Discriminator Loss: 1.4740... Generator Loss: 0.4708 Epoch 1/25...progress:57.67%....step:2180/3780... Discriminator Loss: 0.9576... Generator Loss: 0.9597 Epoch 1/25...progress:57.94%....step:2190/3780... Discriminator Loss: 2.7853... Generator Loss: 1.7529 Epoch 1/25...progress:58.20%....step:2200/3780... Discriminator Loss: 1.1929... Generator Loss: 2.1657
Epoch 1/25...progress:58.47%....step:2210/3780... Discriminator Loss: 1.5545... Generator Loss: 0.3852 Epoch 1/25...progress:58.73%....step:2220/3780... Discriminator Loss: 1.0398... Generator Loss: 1.6131 Epoch 1/25...progress:58.99%....step:2230/3780... Discriminator Loss: 0.8088... Generator Loss: 1.6782 Epoch 1/25...progress:59.26%....step:2240/3780... Discriminator Loss: 1.6802... Generator Loss: 0.3427 Epoch 1/25...progress:59.52%....step:2250/3780... Discriminator Loss: 0.8168... Generator Loss: 1.1785 Epoch 1/25...progress:59.79%....step:2260/3780... Discriminator Loss: 0.9325... Generator Loss: 1.0572 Epoch 1/25...progress:60.05%....step:2270/3780... Discriminator Loss: 1.3351... Generator Loss: 0.5158 Epoch 1/25...progress:60.32%....step:2280/3780... Discriminator Loss: 1.0731... Generator Loss: 1.5825 Epoch 1/25...progress:60.58%....step:2290/3780... Discriminator Loss: 0.8458... Generator Loss: 1.1201 Epoch 1/25...progress:60.85%....step:2300/3780... Discriminator Loss: 1.3735... Generator Loss: 0.4764 Epoch 1/25...progress:61.11%....step:2310/3780... Discriminator Loss: 1.9167... Generator Loss: 0.2771 Epoch 1/25...progress:61.38%....step:2320/3780... Discriminator Loss: 1.4195... Generator Loss: 0.4773 Epoch 1/25...progress:61.64%....step:2330/3780... Discriminator Loss: 1.9821... Generator Loss: 1.6026 Epoch 1/25...progress:61.90%....step:2340/3780... Discriminator Loss: 1.4389... Generator Loss: 0.4409 Epoch 1/25...progress:62.17%....step:2350/3780... Discriminator Loss: 1.0609... Generator Loss: 0.9149 Epoch 1/25...progress:62.43%....step:2360/3780... Discriminator Loss: 0.9117... Generator Loss: 1.1276 Epoch 1/25...progress:62.70%....step:2370/3780... Discriminator Loss: 1.9354... Generator Loss: 0.2678 Epoch 1/25...progress:62.96%....step:2380/3780... Discriminator Loss: 1.0390... Generator Loss: 0.7379 Epoch 1/25...progress:63.23%....step:2390/3780... Discriminator Loss: 1.3166... Generator Loss: 0.8288 Epoch 1/25...progress:63.49%....step:2400/3780... Discriminator Loss: 1.5663... Generator Loss: 0.3777
Epoch 1/25...progress:63.76%....step:2410/3780... Discriminator Loss: 1.4323... Generator Loss: 0.4368 Epoch 1/25...progress:64.02%....step:2420/3780... Discriminator Loss: 1.1978... Generator Loss: 0.6626 Epoch 1/25...progress:64.29%....step:2430/3780... Discriminator Loss: 1.8434... Generator Loss: 0.2807 Epoch 1/25...progress:64.55%....step:2440/3780... Discriminator Loss: 0.9832... Generator Loss: 1.1947 Epoch 1/25...progress:64.81%....step:2450/3780... Discriminator Loss: 1.6027... Generator Loss: 0.3717 Epoch 1/25...progress:65.08%....step:2460/3780... Discriminator Loss: 1.8778... Generator Loss: 0.2673 Epoch 1/25...progress:65.34%....step:2470/3780... Discriminator Loss: 1.7647... Generator Loss: 0.3194 Epoch 1/25...progress:65.61%....step:2480/3780... Discriminator Loss: 1.3556... Generator Loss: 0.4938 Epoch 1/25...progress:65.87%....step:2490/3780... Discriminator Loss: 1.2163... Generator Loss: 2.1694 Epoch 1/25...progress:66.14%....step:2500/3780... Discriminator Loss: 1.0119... Generator Loss: 1.2355 Epoch 1/25...progress:66.40%....step:2510/3780... Discriminator Loss: 1.5035... Generator Loss: 0.6878 Epoch 1/25...progress:66.67%....step:2520/3780... Discriminator Loss: 1.0648... Generator Loss: 0.7725 Epoch 1/25...progress:66.93%....step:2530/3780... Discriminator Loss: 1.4307... Generator Loss: 0.4713 Epoch 1/25...progress:67.20%....step:2540/3780... Discriminator Loss: 2.2084... Generator Loss: 0.1956 Epoch 1/25...progress:67.46%....step:2550/3780... Discriminator Loss: 1.1217... Generator Loss: 0.9217 Epoch 1/25...progress:67.72%....step:2560/3780... Discriminator Loss: 1.6325... Generator Loss: 0.3571 Epoch 1/25...progress:67.99%....step:2570/3780... Discriminator Loss: 1.3650... Generator Loss: 0.5737 Epoch 1/25...progress:68.25%....step:2580/3780... Discriminator Loss: 1.0964... Generator Loss: 0.7915 Epoch 1/25...progress:68.52%....step:2590/3780... Discriminator Loss: 1.3469... Generator Loss: 1.1168 Epoch 1/25...progress:68.78%....step:2600/3780... Discriminator Loss: 1.1794... Generator Loss: 1.3776
Epoch 1/25...progress:69.05%....step:2610/3780... Discriminator Loss: 0.9267... Generator Loss: 1.1001 Epoch 1/25...progress:69.31%....step:2620/3780... Discriminator Loss: 1.5782... Generator Loss: 1.4438 Epoch 1/25...progress:69.58%....step:2630/3780... Discriminator Loss: 1.6740... Generator Loss: 0.3422 Epoch 1/25...progress:69.84%....step:2640/3780... Discriminator Loss: 1.0589... Generator Loss: 0.8236 Epoch 1/25...progress:70.11%....step:2650/3780... Discriminator Loss: 1.2071... Generator Loss: 0.5989 Epoch 1/25...progress:70.37%....step:2660/3780... Discriminator Loss: 1.0377... Generator Loss: 1.0792 Epoch 1/25...progress:70.63%....step:2670/3780... Discriminator Loss: 1.3159... Generator Loss: 1.0674 Epoch 1/25...progress:70.90%....step:2680/3780... Discriminator Loss: 1.5270... Generator Loss: 0.4232 Epoch 1/25...progress:71.16%....step:2690/3780... Discriminator Loss: 1.2550... Generator Loss: 1.3809 Epoch 1/25...progress:71.43%....step:2700/3780... Discriminator Loss: 1.1952... Generator Loss: 0.7237 Epoch 1/25...progress:71.69%....step:2710/3780... Discriminator Loss: 1.7818... Generator Loss: 0.2878 Epoch 1/25...progress:71.96%....step:2720/3780... Discriminator Loss: 1.3226... Generator Loss: 0.5457 Epoch 1/25...progress:72.22%....step:2730/3780... Discriminator Loss: 1.3298... Generator Loss: 0.6259 Epoch 1/25...progress:72.49%....step:2740/3780... Discriminator Loss: 1.3646... Generator Loss: 0.6650 Epoch 1/25...progress:72.75%....step:2750/3780... Discriminator Loss: 1.1613... Generator Loss: 0.6861 Epoch 1/25...progress:73.02%....step:2760/3780... Discriminator Loss: 1.2051... Generator Loss: 0.7257 Epoch 1/25...progress:73.28%....step:2770/3780... Discriminator Loss: 1.4958... Generator Loss: 0.4814 Epoch 1/25...progress:73.54%....step:2780/3780... Discriminator Loss: 1.6966... Generator Loss: 0.8955 Epoch 1/25...progress:73.81%....step:2790/3780... Discriminator Loss: 1.2230... Generator Loss: 1.3512 Epoch 1/25...progress:74.07%....step:2800/3780... Discriminator Loss: 2.0780... Generator Loss: 0.2133
Epoch 1/25...progress:74.34%....step:2810/3780... Discriminator Loss: 0.7973... Generator Loss: 2.2050 Epoch 1/25...progress:74.60%....step:2820/3780... Discriminator Loss: 1.2525... Generator Loss: 1.0287 Epoch 1/25...progress:74.87%....step:2830/3780... Discriminator Loss: 0.7755... Generator Loss: 1.5544 Epoch 1/25...progress:75.13%....step:2840/3780... Discriminator Loss: 1.3942... Generator Loss: 0.5271 Epoch 1/25...progress:75.40%....step:2850/3780... Discriminator Loss: 1.7774... Generator Loss: 0.3216 Epoch 1/25...progress:75.66%....step:2860/3780... Discriminator Loss: 1.8022... Generator Loss: 0.2912 Epoch 1/25...progress:75.93%....step:2870/3780... Discriminator Loss: 0.8366... Generator Loss: 1.9166 Epoch 1/25...progress:76.19%....step:2880/3780... Discriminator Loss: 1.8509... Generator Loss: 0.2678 Epoch 1/25...progress:76.46%....step:2890/3780... Discriminator Loss: 1.5806... Generator Loss: 0.3915 Epoch 1/25...progress:76.72%....step:2900/3780... Discriminator Loss: 1.3292... Generator Loss: 0.6088 Epoch 1/25...progress:76.98%....step:2910/3780... Discriminator Loss: 1.5967... Generator Loss: 1.5273 Epoch 1/25...progress:77.25%....step:2920/3780... Discriminator Loss: 1.6635... Generator Loss: 0.6061 Epoch 1/25...progress:77.51%....step:2930/3780... Discriminator Loss: 0.8765... Generator Loss: 1.1010 Epoch 1/25...progress:77.78%....step:2940/3780... Discriminator Loss: 2.0100... Generator Loss: 0.2192 Epoch 1/25...progress:78.04%....step:2950/3780... Discriminator Loss: 1.0624... Generator Loss: 0.9925 Epoch 1/25...progress:78.31%....step:2960/3780... Discriminator Loss: 1.8365... Generator Loss: 1.9842 Epoch 1/25...progress:78.57%....step:2970/3780... Discriminator Loss: 1.2221... Generator Loss: 0.7959 Epoch 1/25...progress:78.84%....step:2980/3780... Discriminator Loss: 1.4194... Generator Loss: 0.5904 Epoch 1/25...progress:79.10%....step:2990/3780... Discriminator Loss: 1.7121... Generator Loss: 0.3406 Epoch 1/25...progress:79.37%....step:3000/3780... Discriminator Loss: 0.9790... Generator Loss: 0.8733
Epoch 1/25...progress:79.63%....step:3010/3780... Discriminator Loss: 1.0983... Generator Loss: 0.7521 Epoch 1/25...progress:79.89%....step:3020/3780... Discriminator Loss: 1.8452... Generator Loss: 0.2724 Epoch 1/25...progress:80.16%....step:3030/3780... Discriminator Loss: 1.6560... Generator Loss: 0.3515 Epoch 1/25...progress:80.42%....step:3040/3780... Discriminator Loss: 1.4007... Generator Loss: 0.4638 Epoch 1/25...progress:80.69%....step:3050/3780... Discriminator Loss: 0.9555... Generator Loss: 0.8646 Epoch 1/25...progress:80.95%....step:3060/3780... Discriminator Loss: 1.2390... Generator Loss: 0.6640 Epoch 1/25...progress:81.22%....step:3070/3780... Discriminator Loss: 1.6473... Generator Loss: 0.3579 Epoch 1/25...progress:81.48%....step:3080/3780... Discriminator Loss: 2.0703... Generator Loss: 0.2129 Epoch 1/25...progress:81.75%....step:3090/3780... Discriminator Loss: 1.2958... Generator Loss: 0.7577 Epoch 1/25...progress:82.01%....step:3100/3780... Discriminator Loss: 1.2814... Generator Loss: 0.9256 Epoch 1/25...progress:82.28%....step:3110/3780... Discriminator Loss: 1.0985... Generator Loss: 0.8843 Epoch 1/25...progress:82.54%....step:3120/3780... Discriminator Loss: 0.7982... Generator Loss: 1.2676 Epoch 1/25...progress:82.80%....step:3130/3780... Discriminator Loss: 1.8454... Generator Loss: 0.2778 Epoch 1/25...progress:83.07%....step:3140/3780... Discriminator Loss: 1.2697... Generator Loss: 1.3478 Epoch 1/25...progress:83.33%....step:3150/3780... Discriminator Loss: 1.3846... Generator Loss: 0.5195 Epoch 1/25...progress:83.60%....step:3160/3780... Discriminator Loss: 1.7892... Generator Loss: 0.2877 Epoch 1/25...progress:83.86%....step:3170/3780... Discriminator Loss: 1.7755... Generator Loss: 1.0329 Epoch 1/25...progress:84.13%....step:3180/3780... Discriminator Loss: 1.8013... Generator Loss: 0.2955 Epoch 1/25...progress:84.39%....step:3190/3780... Discriminator Loss: 1.1805... Generator Loss: 1.9473 Epoch 1/25...progress:84.66%....step:3200/3780... Discriminator Loss: 1.7328... Generator Loss: 0.4323
Epoch 1/25...progress:84.92%....step:3210/3780... Discriminator Loss: 1.7373... Generator Loss: 0.3131 Epoch 1/25...progress:85.19%....step:3220/3780... Discriminator Loss: 1.4090... Generator Loss: 0.7269 Epoch 1/25...progress:85.45%....step:3230/3780... Discriminator Loss: 1.2359... Generator Loss: 0.6438 Epoch 1/25...progress:85.71%....step:3240/3780... Discriminator Loss: 1.6292... Generator Loss: 0.3633 Epoch 1/25...progress:85.98%....step:3250/3780... Discriminator Loss: 1.6226... Generator Loss: 0.3646 Epoch 1/25...progress:86.24%....step:3260/3780... Discriminator Loss: 1.0794... Generator Loss: 0.8646 Epoch 1/25...progress:86.51%....step:3270/3780... Discriminator Loss: 1.1569... Generator Loss: 0.6813 Epoch 1/25...progress:86.77%....step:3280/3780... Discriminator Loss: 1.0168... Generator Loss: 1.4106 Epoch 1/25...progress:87.04%....step:3290/3780... Discriminator Loss: 1.5442... Generator Loss: 1.4495 Epoch 1/25...progress:87.30%....step:3300/3780... Discriminator Loss: 1.0532... Generator Loss: 0.8333 Epoch 1/25...progress:87.57%....step:3310/3780... Discriminator Loss: 1.5789... Generator Loss: 1.0612 Epoch 1/25...progress:87.83%....step:3320/3780... Discriminator Loss: 1.7008... Generator Loss: 1.4474 Epoch 1/25...progress:88.10%....step:3330/3780... Discriminator Loss: 1.0882... Generator Loss: 1.0586 Epoch 1/25...progress:88.36%....step:3340/3780... Discriminator Loss: 0.9008... Generator Loss: 0.9508 Epoch 1/25...progress:88.62%....step:3350/3780... Discriminator Loss: 1.2045... Generator Loss: 1.0205 Epoch 1/25...progress:88.89%....step:3360/3780... Discriminator Loss: 0.7482... Generator Loss: 1.8329 Epoch 1/25...progress:89.15%....step:3370/3780... Discriminator Loss: 1.9586... Generator Loss: 1.5229 Epoch 1/25...progress:89.42%....step:3380/3780... Discriminator Loss: 1.3907... Generator Loss: 0.5352 Epoch 1/25...progress:89.68%....step:3390/3780... Discriminator Loss: 1.4293... Generator Loss: 0.4731 Epoch 1/25...progress:89.95%....step:3400/3780... Discriminator Loss: 1.5596... Generator Loss: 0.6731
Epoch 1/25...progress:90.21%....step:3410/3780... Discriminator Loss: 1.1339... Generator Loss: 0.8136 Epoch 1/25...progress:90.48%....step:3420/3780... Discriminator Loss: 2.8555... Generator Loss: 0.0983 Epoch 1/25...progress:90.74%....step:3430/3780... Discriminator Loss: 1.5157... Generator Loss: 0.4172 Epoch 1/25...progress:91.01%....step:3440/3780... Discriminator Loss: 1.2850... Generator Loss: 0.6061 Epoch 1/25...progress:91.27%....step:3450/3780... Discriminator Loss: 1.6271... Generator Loss: 0.3470 Epoch 1/25...progress:91.53%....step:3460/3780... Discriminator Loss: 1.0305... Generator Loss: 1.5341 Epoch 1/25...progress:91.80%....step:3470/3780... Discriminator Loss: 2.0293... Generator Loss: 0.2296 Epoch 1/25...progress:92.06%....step:3480/3780... Discriminator Loss: 1.2278... Generator Loss: 0.6871 Epoch 1/25...progress:92.33%....step:3490/3780... Discriminator Loss: 1.4176... Generator Loss: 1.0242 Epoch 1/25...progress:92.59%....step:3500/3780... Discriminator Loss: 1.2694... Generator Loss: 0.6294 Epoch 1/25...progress:92.86%....step:3510/3780... Discriminator Loss: 1.3160... Generator Loss: 0.6149 Epoch 1/25...progress:93.12%....step:3520/3780... Discriminator Loss: 1.6785... Generator Loss: 0.3613 Epoch 1/25...progress:93.39%....step:3530/3780... Discriminator Loss: 1.3114... Generator Loss: 1.2416 Epoch 1/25...progress:93.65%....step:3540/3780... Discriminator Loss: 1.1750... Generator Loss: 1.0236 Epoch 1/25...progress:93.92%....step:3550/3780... Discriminator Loss: 1.4694... Generator Loss: 0.9565 Epoch 1/25...progress:94.18%....step:3560/3780... Discriminator Loss: 0.7029... Generator Loss: 2.3131 Epoch 1/25...progress:94.44%....step:3570/3780... Discriminator Loss: 1.0623... Generator Loss: 0.7747 Epoch 1/25...progress:94.71%....step:3580/3780... Discriminator Loss: 1.2992... Generator Loss: 0.5501 Epoch 1/25...progress:94.97%....step:3590/3780... Discriminator Loss: 1.1275... Generator Loss: 0.9637 Epoch 1/25...progress:95.24%....step:3600/3780... Discriminator Loss: 2.6255... Generator Loss: 1.8722
Epoch 1/25...progress:95.50%....step:3610/3780... Discriminator Loss: 1.1593... Generator Loss: 0.7673 Epoch 1/25...progress:95.77%....step:3620/3780... Discriminator Loss: 1.3646... Generator Loss: 0.5126 Epoch 1/25...progress:96.03%....step:3630/3780... Discriminator Loss: 1.7246... Generator Loss: 0.3419 Epoch 1/25...progress:96.30%....step:3640/3780... Discriminator Loss: 1.0972... Generator Loss: 0.8231 Epoch 1/25...progress:96.56%....step:3650/3780... Discriminator Loss: 0.9184... Generator Loss: 0.9042 Epoch 1/25...progress:96.83%....step:3660/3780... Discriminator Loss: 1.4100... Generator Loss: 0.5256 Epoch 1/25...progress:97.09%....step:3670/3780... Discriminator Loss: 2.5640... Generator Loss: 0.1234 Epoch 1/25...progress:97.35%....step:3680/3780... Discriminator Loss: 2.0147... Generator Loss: 0.2371 Epoch 1/25...progress:97.62%....step:3690/3780... Discriminator Loss: 1.4945... Generator Loss: 0.4373 Epoch 1/25...progress:97.88%....step:3700/3780... Discriminator Loss: 1.3784... Generator Loss: 0.7557 Epoch 1/25...progress:98.15%....step:3710/3780... Discriminator Loss: 1.3089... Generator Loss: 1.2694 Epoch 1/25...progress:98.41%....step:3720/3780... Discriminator Loss: 1.2275... Generator Loss: 0.7503 Epoch 1/25...progress:98.68%....step:3730/3780... Discriminator Loss: 1.3783... Generator Loss: 1.2914 Epoch 1/25...progress:98.94%....step:3740/3780... Discriminator Loss: 1.2755... Generator Loss: 0.7821 Epoch 1/25...progress:99.21%....step:3750/3780... Discriminator Loss: 1.1672... Generator Loss: 0.7643 Epoch 1/25...progress:99.47%....step:3760/3780... Discriminator Loss: 1.4722... Generator Loss: 0.4457 Epoch 1/25...progress:99.74%....step:3770/3780... Discriminator Loss: 1.2565... Generator Loss: 0.8559 STARTING epoch: 1 , steps: 3780 ........ Epoch 2/25...progress:0.00%....step:0/3780... Discriminator Loss: 1.6058... Generator Loss: 0.3894
Epoch 2/25...progress:0.26%....step:10/3780... Discriminator Loss: 1.6622... Generator Loss: 0.3370 Epoch 2/25...progress:0.53%....step:20/3780... Discriminator Loss: 2.2314... Generator Loss: 0.1787 Epoch 2/25...progress:0.79%....step:30/3780... Discriminator Loss: 1.3497... Generator Loss: 0.5220 Epoch 2/25...progress:1.06%....step:40/3780... Discriminator Loss: 1.1824... Generator Loss: 0.6071 Epoch 2/25...progress:1.32%....step:50/3780... Discriminator Loss: 1.5362... Generator Loss: 1.2777 Epoch 2/25...progress:1.59%....step:60/3780... Discriminator Loss: 1.4095... Generator Loss: 0.6002 Epoch 2/25...progress:1.85%....step:70/3780... Discriminator Loss: 1.3333... Generator Loss: 0.7799 Epoch 2/25...progress:2.12%....step:80/3780... Discriminator Loss: 1.5861... Generator Loss: 0.3894 Epoch 2/25...progress:2.38%....step:90/3780... Discriminator Loss: 1.0193... Generator Loss: 1.0632 Epoch 2/25...progress:2.65%....step:100/3780... Discriminator Loss: 1.1142... Generator Loss: 1.0928 Epoch 2/25...progress:2.91%....step:110/3780... Discriminator Loss: 1.2097... Generator Loss: 0.8221 Epoch 2/25...progress:3.17%....step:120/3780... Discriminator Loss: 1.2789... Generator Loss: 0.5726 Epoch 2/25...progress:3.44%....step:130/3780... Discriminator Loss: 1.2912... Generator Loss: 1.5856 Epoch 2/25...progress:3.70%....step:140/3780... Discriminator Loss: 1.2806... Generator Loss: 0.7087 Epoch 2/25...progress:3.97%....step:150/3780... Discriminator Loss: 1.5812... Generator Loss: 1.2091 Epoch 2/25...progress:4.23%....step:160/3780... Discriminator Loss: 1.4526... Generator Loss: 0.5572 Epoch 2/25...progress:4.50%....step:170/3780... Discriminator Loss: 1.5489... Generator Loss: 0.4009 Epoch 2/25...progress:4.76%....step:180/3780... Discriminator Loss: 1.0126... Generator Loss: 0.7903 Epoch 2/25...progress:5.03%....step:190/3780... Discriminator Loss: 1.3321... Generator Loss: 0.8718 Epoch 2/25...progress:5.29%....step:200/3780... Discriminator Loss: 1.5118... Generator Loss: 0.4662
Epoch 2/25...progress:5.56%....step:210/3780... Discriminator Loss: 1.8197... Generator Loss: 0.3185 Epoch 2/25...progress:5.82%....step:220/3780... Discriminator Loss: 1.4837... Generator Loss: 0.4807 Epoch 2/25...progress:6.08%....step:230/3780... Discriminator Loss: 1.1966... Generator Loss: 0.7361 Epoch 2/25...progress:6.35%....step:240/3780... Discriminator Loss: 1.4888... Generator Loss: 0.4508 Epoch 2/25...progress:6.61%....step:250/3780... Discriminator Loss: 1.0108... Generator Loss: 0.8249 Epoch 2/25...progress:6.88%....step:260/3780... Discriminator Loss: 1.4535... Generator Loss: 0.7597 Epoch 2/25...progress:7.14%....step:270/3780... Discriminator Loss: 1.3072... Generator Loss: 0.5255 Epoch 2/25...progress:7.41%....step:280/3780... Discriminator Loss: 2.4919... Generator Loss: 0.1336 Epoch 2/25...progress:7.67%....step:290/3780... Discriminator Loss: 1.5813... Generator Loss: 0.3905 Epoch 2/25...progress:7.94%....step:300/3780... Discriminator Loss: 1.6102... Generator Loss: 0.3606 Epoch 2/25...progress:8.20%....step:310/3780... Discriminator Loss: 1.3280... Generator Loss: 0.6542 Epoch 2/25...progress:8.47%....step:320/3780... Discriminator Loss: 1.2154... Generator Loss: 0.5869 Epoch 2/25...progress:8.73%....step:330/3780... Discriminator Loss: 1.1961... Generator Loss: 0.7303 Epoch 2/25...progress:8.99%....step:340/3780... Discriminator Loss: 1.9225... Generator Loss: 0.2543 Epoch 2/25...progress:9.26%....step:350/3780... Discriminator Loss: 0.9989... Generator Loss: 0.9125 Epoch 2/25...progress:9.52%....step:360/3780... Discriminator Loss: 1.5798... Generator Loss: 0.4068 Epoch 2/25...progress:9.79%....step:370/3780... Discriminator Loss: 1.8453... Generator Loss: 0.2776 Epoch 2/25...progress:10.05%....step:380/3780... Discriminator Loss: 1.1200... Generator Loss: 0.8853 Epoch 2/25...progress:10.32%....step:390/3780... Discriminator Loss: 1.3369... Generator Loss: 0.8643 Epoch 2/25...progress:10.58%....step:400/3780... Discriminator Loss: 1.4988... Generator Loss: 0.8179
Epoch 2/25...progress:10.85%....step:410/3780... Discriminator Loss: 1.2802... Generator Loss: 0.6454 Epoch 2/25...progress:11.11%....step:420/3780... Discriminator Loss: 2.0991... Generator Loss: 0.2023 Epoch 2/25...progress:11.38%....step:430/3780... Discriminator Loss: 1.8431... Generator Loss: 0.2778 Epoch 2/25...progress:11.64%....step:440/3780... Discriminator Loss: 1.6691... Generator Loss: 0.3474 Epoch 2/25...progress:11.90%....step:450/3780... Discriminator Loss: 1.5769... Generator Loss: 0.3954 Epoch 2/25...progress:12.17%....step:460/3780... Discriminator Loss: 1.4053... Generator Loss: 0.8917 Epoch 2/25...progress:12.43%....step:470/3780... Discriminator Loss: 1.2928... Generator Loss: 0.5993 Epoch 2/25...progress:12.70%....step:480/3780... Discriminator Loss: 1.5200... Generator Loss: 0.4175 Epoch 2/25...progress:12.96%....step:490/3780... Discriminator Loss: 1.4261... Generator Loss: 0.4750 Epoch 2/25...progress:13.23%....step:500/3780... Discriminator Loss: 1.2482... Generator Loss: 0.6639 Epoch 2/25...progress:13.49%....step:510/3780... Discriminator Loss: 1.3274... Generator Loss: 1.1616 Epoch 2/25...progress:13.76%....step:520/3780... Discriminator Loss: 1.9449... Generator Loss: 0.2615 Epoch 2/25...progress:14.02%....step:530/3780... Discriminator Loss: 1.6513... Generator Loss: 0.3768 Epoch 2/25...progress:14.29%....step:540/3780... Discriminator Loss: 1.7110... Generator Loss: 0.3776 Epoch 2/25...progress:14.55%....step:550/3780... Discriminator Loss: 1.7630... Generator Loss: 0.3411 Epoch 2/25...progress:14.81%....step:560/3780... Discriminator Loss: 1.4212... Generator Loss: 0.5016 Epoch 2/25...progress:15.08%....step:570/3780... Discriminator Loss: 1.9070... Generator Loss: 0.2675 Epoch 2/25...progress:15.34%....step:580/3780... Discriminator Loss: 1.1822... Generator Loss: 0.6491 Epoch 2/25...progress:15.61%....step:590/3780... Discriminator Loss: 1.6356... Generator Loss: 0.9782 Epoch 2/25...progress:15.87%....step:600/3780... Discriminator Loss: 1.3110... Generator Loss: 1.1500
Epoch 2/25...progress:16.14%....step:610/3780... Discriminator Loss: 1.4995... Generator Loss: 1.3702 Epoch 2/25...progress:16.40%....step:620/3780... Discriminator Loss: 1.3954... Generator Loss: 0.4951 Epoch 2/25...progress:16.67%....step:630/3780... Discriminator Loss: 1.0750... Generator Loss: 0.9284 Epoch 2/25...progress:16.93%....step:640/3780... Discriminator Loss: 1.1128... Generator Loss: 0.8157 Epoch 2/25...progress:17.20%....step:650/3780... Discriminator Loss: 1.4222... Generator Loss: 0.4942 Epoch 2/25...progress:17.46%....step:660/3780... Discriminator Loss: 1.4319... Generator Loss: 0.8628 Epoch 2/25...progress:17.72%....step:670/3780... Discriminator Loss: 1.4702... Generator Loss: 0.5806 Epoch 2/25...progress:17.99%....step:680/3780... Discriminator Loss: 1.8127... Generator Loss: 0.2896 Epoch 2/25...progress:18.25%....step:690/3780... Discriminator Loss: 1.6861... Generator Loss: 0.3438 Epoch 2/25...progress:18.52%....step:700/3780... Discriminator Loss: 1.5908... Generator Loss: 0.4200 Epoch 2/25...progress:18.78%....step:710/3780... Discriminator Loss: 1.4473... Generator Loss: 0.5991 Epoch 2/25...progress:19.05%....step:720/3780... Discriminator Loss: 1.2415... Generator Loss: 0.9522 Epoch 2/25...progress:19.31%....step:730/3780... Discriminator Loss: 1.8225... Generator Loss: 0.2938 Epoch 2/25...progress:19.58%....step:740/3780... Discriminator Loss: 1.7454... Generator Loss: 0.3201 Epoch 2/25...progress:19.84%....step:750/3780... Discriminator Loss: 2.1793... Generator Loss: 0.1889 Epoch 2/25...progress:20.11%....step:760/3780... Discriminator Loss: 1.9275... Generator Loss: 0.2655 Epoch 2/25...progress:20.37%....step:770/3780... Discriminator Loss: 1.3608... Generator Loss: 0.6276 Epoch 2/25...progress:20.63%....step:780/3780... Discriminator Loss: 1.4479... Generator Loss: 0.5474 Epoch 2/25...progress:20.90%....step:790/3780... Discriminator Loss: 0.9668... Generator Loss: 0.9844 Epoch 2/25...progress:21.16%....step:800/3780... Discriminator Loss: 1.4542... Generator Loss: 1.4465
Epoch 2/25...progress:21.43%....step:810/3780... Discriminator Loss: 1.9426... Generator Loss: 0.2619 Epoch 2/25...progress:21.69%....step:820/3780... Discriminator Loss: 1.6931... Generator Loss: 0.3667 Epoch 2/25...progress:21.96%....step:830/3780... Discriminator Loss: 1.3413... Generator Loss: 1.1965 Epoch 2/25...progress:22.22%....step:840/3780... Discriminator Loss: 1.3347... Generator Loss: 0.5800 Epoch 2/25...progress:22.49%....step:850/3780... Discriminator Loss: 1.6836... Generator Loss: 0.4049 Epoch 2/25...progress:22.75%....step:860/3780... Discriminator Loss: 1.4128... Generator Loss: 0.5057 Epoch 2/25...progress:23.02%....step:870/3780... Discriminator Loss: 1.2541... Generator Loss: 0.6340 Epoch 2/25...progress:23.28%....step:880/3780... Discriminator Loss: 1.4183... Generator Loss: 0.7746 Epoch 2/25...progress:23.54%....step:890/3780... Discriminator Loss: 1.7662... Generator Loss: 0.2990 Epoch 2/25...progress:23.81%....step:900/3780... Discriminator Loss: 1.6087... Generator Loss: 0.5009 Epoch 2/25...progress:24.07%....step:910/3780... Discriminator Loss: 1.5408... Generator Loss: 0.4277 Epoch 2/25...progress:24.34%....step:920/3780... Discriminator Loss: 0.9740... Generator Loss: 0.9032 Epoch 2/25...progress:24.60%....step:930/3780... Discriminator Loss: 2.5782... Generator Loss: 0.1224 Epoch 2/25...progress:24.87%....step:940/3780... Discriminator Loss: 1.6122... Generator Loss: 0.3583 Epoch 2/25...progress:25.13%....step:950/3780... Discriminator Loss: 1.7339... Generator Loss: 0.3308 Epoch 2/25...progress:25.40%....step:960/3780... Discriminator Loss: 1.2497... Generator Loss: 0.8965 Epoch 2/25...progress:25.66%....step:970/3780... Discriminator Loss: 1.4280... Generator Loss: 0.8858 Epoch 2/25...progress:25.93%....step:980/3780... Discriminator Loss: 1.8726... Generator Loss: 0.2632 Epoch 2/25...progress:26.19%....step:990/3780... Discriminator Loss: 1.3849... Generator Loss: 0.4950 Epoch 2/25...progress:26.46%....step:1000/3780... Discriminator Loss: 1.7793... Generator Loss: 0.2958
Epoch 2/25...progress:26.72%....step:1010/3780... Discriminator Loss: 2.1133... Generator Loss: 0.2058 Epoch 2/25...progress:26.98%....step:1020/3780... Discriminator Loss: 2.0442... Generator Loss: 0.2319 Epoch 2/25...progress:27.25%....step:1030/3780... Discriminator Loss: 1.2804... Generator Loss: 0.5714 Epoch 2/25...progress:27.51%....step:1040/3780... Discriminator Loss: 1.3330... Generator Loss: 0.6723 Epoch 2/25...progress:27.78%....step:1050/3780... Discriminator Loss: 1.4678... Generator Loss: 0.4554 Epoch 2/25...progress:28.04%....step:1060/3780... Discriminator Loss: 1.9927... Generator Loss: 0.2381 Epoch 2/25...progress:28.31%....step:1070/3780... Discriminator Loss: 1.2916... Generator Loss: 0.8432 Epoch 2/25...progress:28.57%....step:1080/3780... Discriminator Loss: 0.8647... Generator Loss: 1.4737 Epoch 2/25...progress:28.84%....step:1090/3780... Discriminator Loss: 1.3638... Generator Loss: 0.5414 Epoch 2/25...progress:29.10%....step:1100/3780... Discriminator Loss: 1.9929... Generator Loss: 0.2418 Epoch 2/25...progress:29.37%....step:1110/3780... Discriminator Loss: 1.3486... Generator Loss: 1.1823 Epoch 2/25...progress:29.63%....step:1120/3780... Discriminator Loss: 1.5325... Generator Loss: 0.5885 Epoch 2/25...progress:29.89%....step:1130/3780... Discriminator Loss: 1.7509... Generator Loss: 0.3375 Epoch 2/25...progress:30.16%....step:1140/3780... Discriminator Loss: 1.2072... Generator Loss: 0.6559 Epoch 2/25...progress:30.42%....step:1150/3780... Discriminator Loss: 1.6533... Generator Loss: 1.1009 Epoch 2/25...progress:30.69%....step:1160/3780... Discriminator Loss: 1.6402... Generator Loss: 0.3627 Epoch 2/25...progress:30.95%....step:1170/3780... Discriminator Loss: 2.0331... Generator Loss: 0.2215 Epoch 2/25...progress:31.22%....step:1180/3780... Discriminator Loss: 1.3707... Generator Loss: 0.4839 Epoch 2/25...progress:31.48%....step:1190/3780... Discriminator Loss: 0.9178... Generator Loss: 1.0916 Epoch 2/25...progress:31.75%....step:1200/3780... Discriminator Loss: 1.4322... Generator Loss: 0.4587
Epoch 2/25...progress:32.01%....step:1210/3780... Discriminator Loss: 1.1192... Generator Loss: 1.5230 Epoch 2/25...progress:32.28%....step:1220/3780... Discriminator Loss: 1.3491... Generator Loss: 0.5946 Epoch 2/25...progress:32.54%....step:1230/3780... Discriminator Loss: 2.1002... Generator Loss: 0.2169 Epoch 2/25...progress:32.80%....step:1240/3780... Discriminator Loss: 1.5585... Generator Loss: 0.3839 Epoch 2/25...progress:33.07%....step:1250/3780... Discriminator Loss: 0.9215... Generator Loss: 1.0296 Epoch 2/25...progress:33.33%....step:1260/3780... Discriminator Loss: 1.5683... Generator Loss: 0.3929 Epoch 2/25...progress:33.60%....step:1270/3780... Discriminator Loss: 1.2517... Generator Loss: 0.7199 Epoch 2/25...progress:33.86%....step:1280/3780... Discriminator Loss: 1.1956... Generator Loss: 0.6627 Epoch 2/25...progress:34.13%....step:1290/3780... Discriminator Loss: 1.3637... Generator Loss: 0.6538 Epoch 2/25...progress:34.39%....step:1300/3780... Discriminator Loss: 1.9801... Generator Loss: 0.2540 Epoch 2/25...progress:34.66%....step:1310/3780... Discriminator Loss: 1.9053... Generator Loss: 0.2690 Epoch 2/25...progress:34.92%....step:1320/3780... Discriminator Loss: 2.1826... Generator Loss: 0.2204 Epoch 2/25...progress:35.19%....step:1330/3780... Discriminator Loss: 1.7194... Generator Loss: 0.3200 Epoch 2/25...progress:35.45%....step:1340/3780... Discriminator Loss: 1.4282... Generator Loss: 0.5090 Epoch 2/25...progress:35.71%....step:1350/3780... Discriminator Loss: 1.8793... Generator Loss: 0.2584 Epoch 2/25...progress:35.98%....step:1360/3780... Discriminator Loss: 1.2776... Generator Loss: 0.6219 Epoch 2/25...progress:36.24%....step:1370/3780... Discriminator Loss: 1.8997... Generator Loss: 0.2617 Epoch 2/25...progress:36.51%....step:1380/3780... Discriminator Loss: 2.0888... Generator Loss: 0.2092 Epoch 2/25...progress:36.77%....step:1390/3780... Discriminator Loss: 1.4941... Generator Loss: 0.5750 Epoch 2/25...progress:37.04%....step:1400/3780... Discriminator Loss: 1.3482... Generator Loss: 0.9227
Epoch 2/25...progress:37.30%....step:1410/3780... Discriminator Loss: 1.2037... Generator Loss: 0.8231 Epoch 2/25...progress:37.57%....step:1420/3780... Discriminator Loss: 1.2257... Generator Loss: 1.1591 Epoch 2/25...progress:37.83%....step:1430/3780... Discriminator Loss: 1.4412... Generator Loss: 0.6014 Epoch 2/25...progress:38.10%....step:1440/3780... Discriminator Loss: 2.2531... Generator Loss: 0.1740 Epoch 2/25...progress:38.36%....step:1450/3780... Discriminator Loss: 1.2917... Generator Loss: 0.5622 Epoch 2/25...progress:38.62%....step:1460/3780... Discriminator Loss: 1.2178... Generator Loss: 0.5953 Epoch 2/25...progress:38.89%....step:1470/3780... Discriminator Loss: 2.2325... Generator Loss: 2.4230 Epoch 2/25...progress:39.15%....step:1480/3780... Discriminator Loss: 1.4093... Generator Loss: 0.5781 Epoch 2/25...progress:39.42%....step:1490/3780... Discriminator Loss: 1.2552... Generator Loss: 0.7306 Epoch 2/25...progress:39.68%....step:1500/3780... Discriminator Loss: 1.9125... Generator Loss: 0.2561 Epoch 2/25...progress:39.95%....step:1510/3780... Discriminator Loss: 1.2348... Generator Loss: 0.8717 Epoch 2/25...progress:40.21%....step:1520/3780... Discriminator Loss: 1.2182... Generator Loss: 0.6830 Epoch 2/25...progress:40.48%....step:1530/3780... Discriminator Loss: 1.3714... Generator Loss: 0.5573 Epoch 2/25...progress:40.74%....step:1540/3780... Discriminator Loss: 1.5754... Generator Loss: 0.4193 Epoch 2/25...progress:41.01%....step:1550/3780... Discriminator Loss: 1.1820... Generator Loss: 0.7861 Epoch 2/25...progress:41.27%....step:1560/3780... Discriminator Loss: 1.5772... Generator Loss: 0.4017 Epoch 2/25...progress:41.53%....step:1570/3780... Discriminator Loss: 2.2477... Generator Loss: 0.1726 Epoch 2/25...progress:41.80%....step:1580/3780... Discriminator Loss: 1.7621... Generator Loss: 0.3156 Epoch 2/25...progress:42.06%....step:1590/3780... Discriminator Loss: 1.5260... Generator Loss: 0.6630 Epoch 2/25...progress:42.33%....step:1600/3780... Discriminator Loss: 1.1456... Generator Loss: 1.0685
Epoch 2/25...progress:42.59%....step:1610/3780... Discriminator Loss: 1.6432... Generator Loss: 1.3446 Epoch 2/25...progress:42.86%....step:1620/3780... Discriminator Loss: 1.4219... Generator Loss: 1.2548 Epoch 2/25...progress:43.12%....step:1630/3780... Discriminator Loss: 1.2355... Generator Loss: 0.7173 Epoch 2/25...progress:43.39%....step:1640/3780... Discriminator Loss: 1.7782... Generator Loss: 0.4150 Epoch 2/25...progress:43.65%....step:1650/3780... Discriminator Loss: 1.3007... Generator Loss: 1.0468 Epoch 2/25...progress:43.92%....step:1660/3780... Discriminator Loss: 1.5599... Generator Loss: 0.4355 Epoch 2/25...progress:44.18%....step:1670/3780... Discriminator Loss: 1.1125... Generator Loss: 0.8052 Epoch 2/25...progress:44.44%....step:1680/3780... Discriminator Loss: 1.3072... Generator Loss: 0.8528 Epoch 2/25...progress:44.71%....step:1690/3780... Discriminator Loss: 1.7675... Generator Loss: 0.3167 Epoch 2/25...progress:44.97%....step:1700/3780... Discriminator Loss: 1.1521... Generator Loss: 0.8129 Epoch 2/25...progress:45.24%....step:1710/3780... Discriminator Loss: 2.1678... Generator Loss: 0.2066 Epoch 2/25...progress:45.50%....step:1720/3780... Discriminator Loss: 1.6642... Generator Loss: 0.3377 Epoch 2/25...progress:45.77%....step:1730/3780... Discriminator Loss: 1.5286... Generator Loss: 0.4036 Epoch 2/25...progress:46.03%....step:1740/3780... Discriminator Loss: 1.7690... Generator Loss: 0.3639 Epoch 2/25...progress:46.30%....step:1750/3780... Discriminator Loss: 1.8340... Generator Loss: 0.2864 Epoch 2/25...progress:46.56%....step:1760/3780... Discriminator Loss: 1.2047... Generator Loss: 0.8444 Epoch 2/25...progress:46.83%....step:1770/3780... Discriminator Loss: 1.7947... Generator Loss: 1.1734 Epoch 2/25...progress:47.09%....step:1780/3780... Discriminator Loss: 1.6971... Generator Loss: 0.3818 Epoch 2/25...progress:47.35%....step:1790/3780... Discriminator Loss: 1.4539... Generator Loss: 0.6556 Epoch 2/25...progress:47.62%....step:1800/3780... Discriminator Loss: 1.7333... Generator Loss: 0.3185
Epoch 2/25...progress:47.88%....step:1810/3780... Discriminator Loss: 1.8103... Generator Loss: 0.3064 Epoch 2/25...progress:48.15%....step:1820/3780... Discriminator Loss: 1.8809... Generator Loss: 0.2673 Epoch 2/25...progress:48.41%....step:1830/3780... Discriminator Loss: 1.2477... Generator Loss: 0.7637 Epoch 2/25...progress:48.68%....step:1840/3780... Discriminator Loss: 2.2647... Generator Loss: 0.1732 Epoch 2/25...progress:48.94%....step:1850/3780... Discriminator Loss: 1.3732... Generator Loss: 0.5303 Epoch 2/25...progress:49.21%....step:1860/3780... Discriminator Loss: 1.7721... Generator Loss: 0.3454 Epoch 2/25...progress:49.47%....step:1870/3780... Discriminator Loss: 1.2683... Generator Loss: 0.5847 Epoch 2/25...progress:49.74%....step:1880/3780... Discriminator Loss: 2.4360... Generator Loss: 0.1528 Epoch 2/25...progress:50.00%....step:1890/3780... Discriminator Loss: 1.4469... Generator Loss: 0.8026 Epoch 2/25...progress:50.26%....step:1900/3780... Discriminator Loss: 1.3716... Generator Loss: 0.6241 Epoch 2/25...progress:50.53%....step:1910/3780... Discriminator Loss: 1.4693... Generator Loss: 0.4594 Epoch 2/25...progress:50.79%....step:1920/3780... Discriminator Loss: 2.0511... Generator Loss: 0.2223 Epoch 2/25...progress:51.06%....step:1930/3780... Discriminator Loss: 1.7439... Generator Loss: 0.3232 Epoch 2/25...progress:51.32%....step:1940/3780... Discriminator Loss: 1.2933... Generator Loss: 0.6250 Epoch 2/25...progress:51.59%....step:1950/3780... Discriminator Loss: 1.6067... Generator Loss: 0.3909 Epoch 2/25...progress:51.85%....step:1960/3780... Discriminator Loss: 1.5442... Generator Loss: 0.4095 Epoch 2/25...progress:52.12%....step:1970/3780... Discriminator Loss: 2.3662... Generator Loss: 0.1680 Epoch 2/25...progress:52.38%....step:1980/3780... Discriminator Loss: 2.2056... Generator Loss: 0.1985 Epoch 2/25...progress:52.65%....step:1990/3780... Discriminator Loss: 1.7163... Generator Loss: 0.3601 Epoch 2/25...progress:52.91%....step:2000/3780... Discriminator Loss: 1.7085... Generator Loss: 0.3442
Epoch 2/25...progress:53.17%....step:2010/3780... Discriminator Loss: 1.1620... Generator Loss: 0.7266 Epoch 2/25...progress:53.44%....step:2020/3780... Discriminator Loss: 1.6127... Generator Loss: 0.3805 Epoch 2/25...progress:53.70%....step:2030/3780... Discriminator Loss: 1.6107... Generator Loss: 1.3803 Epoch 2/25...progress:53.97%....step:2040/3780... Discriminator Loss: 1.2976... Generator Loss: 0.5266 Epoch 2/25...progress:54.23%....step:2050/3780... Discriminator Loss: 1.6817... Generator Loss: 0.5588 Epoch 2/25...progress:54.50%....step:2060/3780... Discriminator Loss: 1.6242... Generator Loss: 0.3865 Epoch 2/25...progress:54.76%....step:2070/3780... Discriminator Loss: 1.3351... Generator Loss: 0.5855 Epoch 2/25...progress:55.03%....step:2080/3780... Discriminator Loss: 1.3643... Generator Loss: 0.5540 Epoch 2/25...progress:55.29%....step:2090/3780... Discriminator Loss: 1.2401... Generator Loss: 0.9489 Epoch 2/25...progress:55.56%....step:2100/3780... Discriminator Loss: 1.2114... Generator Loss: 0.8510 Epoch 2/25...progress:55.82%....step:2110/3780... Discriminator Loss: 1.8406... Generator Loss: 0.2861 Epoch 2/25...progress:56.08%....step:2120/3780... Discriminator Loss: 1.6137... Generator Loss: 0.3693 Epoch 2/25...progress:56.35%....step:2130/3780... Discriminator Loss: 1.6732... Generator Loss: 0.3492 Epoch 2/25...progress:56.61%....step:2140/3780... Discriminator Loss: 1.2050... Generator Loss: 0.7011 Epoch 2/25...progress:56.88%....step:2150/3780... Discriminator Loss: 1.8859... Generator Loss: 0.2781 Epoch 2/25...progress:57.14%....step:2160/3780... Discriminator Loss: 1.6094... Generator Loss: 0.3952 Epoch 2/25...progress:57.41%....step:2170/3780... Discriminator Loss: 1.4061... Generator Loss: 0.5467 Epoch 2/25...progress:57.67%....step:2180/3780... Discriminator Loss: 1.4567... Generator Loss: 0.4958 Epoch 2/25...progress:57.94%....step:2190/3780... Discriminator Loss: 1.7553... Generator Loss: 0.3152 Epoch 2/25...progress:58.20%....step:2200/3780... Discriminator Loss: 1.4636... Generator Loss: 0.7472
Epoch 2/25...progress:58.47%....step:2210/3780... Discriminator Loss: 2.5827... Generator Loss: 0.1303 Epoch 2/25...progress:58.73%....step:2220/3780... Discriminator Loss: 1.4224... Generator Loss: 0.6912 Epoch 2/25...progress:58.99%....step:2230/3780... Discriminator Loss: 1.2006... Generator Loss: 1.2894 Epoch 2/25...progress:59.26%....step:2240/3780... Discriminator Loss: 1.9494... Generator Loss: 0.2483 Epoch 2/25...progress:59.52%....step:2250/3780... Discriminator Loss: 1.5504... Generator Loss: 0.5399 Epoch 2/25...progress:59.79%....step:2260/3780... Discriminator Loss: 1.7329... Generator Loss: 0.7397 Epoch 2/25...progress:60.05%....step:2270/3780... Discriminator Loss: 1.3915... Generator Loss: 0.5443 Epoch 2/25...progress:60.32%....step:2280/3780... Discriminator Loss: 1.4472... Generator Loss: 0.4876 Epoch 2/25...progress:60.58%....step:2290/3780... Discriminator Loss: 1.0984... Generator Loss: 0.7884 Epoch 2/25...progress:60.85%....step:2300/3780... Discriminator Loss: 1.0148... Generator Loss: 0.9515 Epoch 2/25...progress:61.11%....step:2310/3780... Discriminator Loss: 2.0607... Generator Loss: 0.2081 Epoch 2/25...progress:61.38%....step:2320/3780... Discriminator Loss: 1.6927... Generator Loss: 0.3605 Epoch 2/25...progress:61.64%....step:2330/3780... Discriminator Loss: 1.2385... Generator Loss: 0.6989 Epoch 2/25...progress:61.90%....step:2340/3780... Discriminator Loss: 2.0098... Generator Loss: 0.2294 Epoch 2/25...progress:62.17%....step:2350/3780... Discriminator Loss: 1.4665... Generator Loss: 1.2138 Epoch 2/25...progress:62.43%....step:2360/3780... Discriminator Loss: 1.3184... Generator Loss: 0.8380 Epoch 2/25...progress:62.70%....step:2370/3780... Discriminator Loss: 1.9113... Generator Loss: 0.2591 Epoch 2/25...progress:62.96%....step:2380/3780... Discriminator Loss: 1.1896... Generator Loss: 0.7297 Epoch 2/25...progress:63.23%....step:2390/3780... Discriminator Loss: 1.5164... Generator Loss: 0.4253 Epoch 2/25...progress:63.49%....step:2400/3780... Discriminator Loss: 1.8646... Generator Loss: 0.2752
Epoch 2/25...progress:63.76%....step:2410/3780... Discriminator Loss: 1.1987... Generator Loss: 0.7937 Epoch 2/25...progress:64.02%....step:2420/3780... Discriminator Loss: 1.3573... Generator Loss: 0.4936 Epoch 2/25...progress:64.29%....step:2430/3780... Discriminator Loss: 1.3730... Generator Loss: 0.7313 Epoch 2/25...progress:64.55%....step:2440/3780... Discriminator Loss: 2.4716... Generator Loss: 1.4515 Epoch 2/25...progress:64.81%....step:2450/3780... Discriminator Loss: 2.3182... Generator Loss: 0.1631 Epoch 2/25...progress:65.08%....step:2460/3780... Discriminator Loss: 2.0015... Generator Loss: 0.2422 Epoch 2/25...progress:65.34%....step:2470/3780... Discriminator Loss: 1.4083... Generator Loss: 0.5511 Epoch 2/25...progress:65.61%....step:2480/3780... Discriminator Loss: 1.5845... Generator Loss: 0.3902 Epoch 2/25...progress:65.87%....step:2490/3780... Discriminator Loss: 1.0861... Generator Loss: 1.2795 Epoch 2/25...progress:66.14%....step:2500/3780... Discriminator Loss: 1.7445... Generator Loss: 0.5241 Epoch 2/25...progress:66.40%....step:2510/3780... Discriminator Loss: 1.7390... Generator Loss: 0.3158 Epoch 2/25...progress:66.67%....step:2520/3780... Discriminator Loss: 2.0741... Generator Loss: 0.2260 Epoch 2/25...progress:66.93%....step:2530/3780... Discriminator Loss: 1.5185... Generator Loss: 0.4488 Epoch 2/25...progress:67.20%....step:2540/3780... Discriminator Loss: 1.2487... Generator Loss: 0.7459 Epoch 2/25...progress:67.46%....step:2550/3780... Discriminator Loss: 1.4050... Generator Loss: 0.4759 Epoch 2/25...progress:67.72%....step:2560/3780... Discriminator Loss: 1.0519... Generator Loss: 1.1416 Epoch 2/25...progress:67.99%....step:2570/3780... Discriminator Loss: 1.4282... Generator Loss: 0.5080 Epoch 2/25...progress:68.25%....step:2580/3780... Discriminator Loss: 2.5212... Generator Loss: 0.1309 Epoch 2/25...progress:68.52%....step:2590/3780... Discriminator Loss: 1.4057... Generator Loss: 0.6064 Epoch 2/25...progress:68.78%....step:2600/3780... Discriminator Loss: 1.4573... Generator Loss: 0.4425
Epoch 2/25...progress:69.05%....step:2610/3780... Discriminator Loss: 1.5261... Generator Loss: 0.4124 Epoch 2/25...progress:69.31%....step:2620/3780... Discriminator Loss: 1.4297... Generator Loss: 0.4536 Epoch 2/25...progress:69.58%....step:2630/3780... Discriminator Loss: 1.4012... Generator Loss: 0.5047 Epoch 2/25...progress:69.84%....step:2640/3780... Discriminator Loss: 1.6075... Generator Loss: 0.3852 Epoch 2/25...progress:70.11%....step:2650/3780... Discriminator Loss: 1.7362... Generator Loss: 0.3109 Epoch 2/25...progress:70.37%....step:2660/3780... Discriminator Loss: 1.6297... Generator Loss: 0.3763 Epoch 2/25...progress:70.63%....step:2670/3780... Discriminator Loss: 1.5721... Generator Loss: 0.3906 Epoch 2/25...progress:70.90%....step:2680/3780... Discriminator Loss: 1.6207... Generator Loss: 0.5992 Epoch 2/25...progress:71.16%....step:2690/3780... Discriminator Loss: 1.2943... Generator Loss: 0.5889 Epoch 2/25...progress:71.43%....step:2700/3780... Discriminator Loss: 1.6666... Generator Loss: 0.3434 Epoch 2/25...progress:71.69%....step:2710/3780... Discriminator Loss: 2.3228... Generator Loss: 0.1680 Epoch 2/25...progress:71.96%....step:2720/3780... Discriminator Loss: 1.6295... Generator Loss: 0.3634 Epoch 2/25...progress:72.22%....step:2730/3780... Discriminator Loss: 1.2706... Generator Loss: 0.9241 Epoch 2/25...progress:72.49%....step:2740/3780... Discriminator Loss: 1.9822... Generator Loss: 0.2275 Epoch 2/25...progress:72.75%....step:2750/3780... Discriminator Loss: 1.6101... Generator Loss: 0.4082 Epoch 2/25...progress:73.02%....step:2760/3780... Discriminator Loss: 1.4752... Generator Loss: 0.7197 Epoch 2/25...progress:73.28%....step:2770/3780... Discriminator Loss: 1.6854... Generator Loss: 0.3311 Epoch 2/25...progress:73.54%....step:2780/3780... Discriminator Loss: 1.6089... Generator Loss: 0.5563 Epoch 2/25...progress:73.81%....step:2790/3780... Discriminator Loss: 1.3531... Generator Loss: 0.5336 Epoch 2/25...progress:74.07%....step:2800/3780... Discriminator Loss: 1.8597... Generator Loss: 0.3076
Epoch 2/25...progress:74.34%....step:2810/3780... Discriminator Loss: 1.5402... Generator Loss: 0.4683 Epoch 2/25...progress:74.60%....step:2820/3780... Discriminator Loss: 1.5404... Generator Loss: 0.5562 Epoch 2/25...progress:74.87%....step:2830/3780... Discriminator Loss: 1.3518... Generator Loss: 0.5094 Epoch 2/25...progress:75.13%....step:2840/3780... Discriminator Loss: 1.2343... Generator Loss: 0.6588 Epoch 2/25...progress:75.40%....step:2850/3780... Discriminator Loss: 2.0015... Generator Loss: 0.2382 Epoch 2/25...progress:75.66%....step:2860/3780... Discriminator Loss: 1.4834... Generator Loss: 0.5804 Epoch 2/25...progress:75.93%....step:2870/3780... Discriminator Loss: 1.9943... Generator Loss: 0.2346 Epoch 2/25...progress:76.19%....step:2880/3780... Discriminator Loss: 1.5016... Generator Loss: 0.4482 Epoch 2/25...progress:76.46%....step:2890/3780... Discriminator Loss: 1.8236... Generator Loss: 0.3150 Epoch 2/25...progress:76.72%....step:2900/3780... Discriminator Loss: 1.4246... Generator Loss: 0.7886 Epoch 2/25...progress:76.98%....step:2910/3780... Discriminator Loss: 1.3552... Generator Loss: 0.5182 Epoch 2/25...progress:77.25%....step:2920/3780... Discriminator Loss: 1.6188... Generator Loss: 0.8191 Epoch 2/25...progress:77.51%....step:2930/3780... Discriminator Loss: 1.7006... Generator Loss: 0.3415 Epoch 2/25...progress:77.78%....step:2940/3780... Discriminator Loss: 1.7704... Generator Loss: 0.2939 Epoch 2/25...progress:78.04%....step:2950/3780... Discriminator Loss: 1.3796... Generator Loss: 0.6642 Epoch 2/25...progress:78.31%....step:2960/3780... Discriminator Loss: 1.3328... Generator Loss: 0.6522 Epoch 2/25...progress:78.57%....step:2970/3780... Discriminator Loss: 1.9326... Generator Loss: 0.2598 Epoch 2/25...progress:78.84%....step:2980/3780... Discriminator Loss: 2.2865... Generator Loss: 0.2059 Epoch 2/25...progress:79.10%....step:2990/3780... Discriminator Loss: 1.7417... Generator Loss: 0.3027 Epoch 2/25...progress:79.37%....step:3000/3780... Discriminator Loss: 0.8990... Generator Loss: 1.1763
Epoch 2/25...progress:79.63%....step:3010/3780... Discriminator Loss: 0.9315... Generator Loss: 1.0763 Epoch 2/25...progress:79.89%....step:3020/3780... Discriminator Loss: 1.1355... Generator Loss: 0.6785 Epoch 2/25...progress:80.16%....step:3030/3780... Discriminator Loss: 2.0467... Generator Loss: 0.2274 Epoch 2/25...progress:80.42%....step:3040/3780... Discriminator Loss: 1.5758... Generator Loss: 0.4088 Epoch 2/25...progress:80.69%....step:3050/3780... Discriminator Loss: 1.3527... Generator Loss: 0.5103 Epoch 2/25...progress:80.95%....step:3060/3780... Discriminator Loss: 1.6500... Generator Loss: 0.6455 Epoch 2/25...progress:81.22%....step:3070/3780... Discriminator Loss: 1.1791... Generator Loss: 0.7694 Epoch 2/25...progress:81.48%....step:3080/3780... Discriminator Loss: 2.1481... Generator Loss: 0.1935 Epoch 2/25...progress:81.75%....step:3090/3780... Discriminator Loss: 1.2621... Generator Loss: 0.9183 Epoch 2/25...progress:82.01%....step:3100/3780... Discriminator Loss: 1.9541... Generator Loss: 0.3163 Epoch 2/25...progress:82.28%....step:3110/3780... Discriminator Loss: 1.4566... Generator Loss: 0.5169 Epoch 2/25...progress:82.54%....step:3120/3780... Discriminator Loss: 1.4672... Generator Loss: 0.6483 Epoch 2/25...progress:82.80%....step:3130/3780... Discriminator Loss: 1.5021... Generator Loss: 0.4631 Epoch 2/25...progress:83.07%....step:3140/3780... Discriminator Loss: 2.1816... Generator Loss: 0.2141 Epoch 2/25...progress:83.33%....step:3150/3780... Discriminator Loss: 1.1308... Generator Loss: 0.7291 Epoch 2/25...progress:83.60%....step:3160/3780... Discriminator Loss: 1.3151... Generator Loss: 0.5553 Epoch 2/25...progress:83.86%....step:3170/3780... Discriminator Loss: 1.9085... Generator Loss: 0.2580 Epoch 2/25...progress:84.13%....step:3180/3780... Discriminator Loss: 1.9379... Generator Loss: 0.2607 Epoch 2/25...progress:84.39%....step:3190/3780... Discriminator Loss: 1.2617... Generator Loss: 1.0316 Epoch 2/25...progress:84.66%....step:3200/3780... Discriminator Loss: 1.5470... Generator Loss: 0.4319
Epoch 2/25...progress:84.92%....step:3210/3780... Discriminator Loss: 1.7880... Generator Loss: 0.3190 Epoch 2/25...progress:85.19%....step:3220/3780... Discriminator Loss: 1.6222... Generator Loss: 0.3857 Epoch 2/25...progress:85.45%....step:3230/3780... Discriminator Loss: 1.4282... Generator Loss: 0.6047 Epoch 2/25...progress:85.71%....step:3240/3780... Discriminator Loss: 1.8331... Generator Loss: 0.3092 Epoch 2/25...progress:85.98%....step:3250/3780... Discriminator Loss: 1.2232... Generator Loss: 0.7503 Epoch 2/25...progress:86.24%....step:3260/3780... Discriminator Loss: 2.2910... Generator Loss: 0.1728 Epoch 2/25...progress:86.51%....step:3270/3780... Discriminator Loss: 1.2266... Generator Loss: 0.6877 Epoch 2/25...progress:86.77%....step:3280/3780... Discriminator Loss: 1.3149... Generator Loss: 0.6538 Epoch 2/25...progress:87.04%....step:3290/3780... Discriminator Loss: 1.4947... Generator Loss: 0.5472 Epoch 2/25...progress:87.30%....step:3300/3780... Discriminator Loss: 1.1230... Generator Loss: 0.7281 Epoch 2/25...progress:87.57%....step:3310/3780... Discriminator Loss: 1.8357... Generator Loss: 0.2827 Epoch 2/25...progress:87.83%....step:3320/3780... Discriminator Loss: 1.5389... Generator Loss: 0.4301 Epoch 2/25...progress:88.10%....step:3330/3780... Discriminator Loss: 1.6631... Generator Loss: 0.3875 Epoch 2/25...progress:88.36%....step:3340/3780... Discriminator Loss: 1.2054... Generator Loss: 0.6297 Epoch 2/25...progress:88.62%....step:3350/3780... Discriminator Loss: 1.4230... Generator Loss: 0.4820 Epoch 2/25...progress:88.89%....step:3360/3780... Discriminator Loss: 1.4497... Generator Loss: 0.5326 Epoch 2/25...progress:89.15%....step:3370/3780... Discriminator Loss: 1.3780... Generator Loss: 0.8436 Epoch 2/25...progress:89.42%....step:3380/3780... Discriminator Loss: 1.4242... Generator Loss: 0.4602 Epoch 2/25...progress:89.68%....step:3390/3780... Discriminator Loss: 2.1362... Generator Loss: 0.2150 Epoch 2/25...progress:89.95%....step:3400/3780... Discriminator Loss: 1.7784... Generator Loss: 1.1574
Epoch 2/25...progress:90.21%....step:3410/3780... Discriminator Loss: 1.2558... Generator Loss: 0.6476 Epoch 2/25...progress:90.48%....step:3420/3780... Discriminator Loss: 1.7304... Generator Loss: 0.3188 Epoch 2/25...progress:90.74%....step:3430/3780... Discriminator Loss: 1.5093... Generator Loss: 0.4158 Epoch 2/25...progress:91.01%....step:3440/3780... Discriminator Loss: 1.4607... Generator Loss: 0.5163 Epoch 2/25...progress:91.27%....step:3450/3780... Discriminator Loss: 1.1166... Generator Loss: 1.0592 Epoch 2/25...progress:91.53%....step:3460/3780... Discriminator Loss: 1.1003... Generator Loss: 0.7835 Epoch 2/25...progress:91.80%....step:3470/3780... Discriminator Loss: 1.8758... Generator Loss: 0.2855 Epoch 2/25...progress:92.06%....step:3480/3780... Discriminator Loss: 1.3568... Generator Loss: 0.6739 Epoch 2/25...progress:92.33%....step:3490/3780... Discriminator Loss: 1.4780... Generator Loss: 0.5063 Epoch 2/25...progress:92.59%....step:3500/3780... Discriminator Loss: 1.3857... Generator Loss: 0.5085 Epoch 2/25...progress:92.86%....step:3510/3780... Discriminator Loss: 1.6209... Generator Loss: 0.4289 Epoch 2/25...progress:93.12%....step:3520/3780... Discriminator Loss: 1.8486... Generator Loss: 0.3027 Epoch 2/25...progress:93.39%....step:3530/3780... Discriminator Loss: 1.6376... Generator Loss: 1.1938 Epoch 2/25...progress:93.65%....step:3540/3780... Discriminator Loss: 1.5838... Generator Loss: 1.3994 Epoch 2/25...progress:93.92%....step:3550/3780... Discriminator Loss: 1.4228... Generator Loss: 0.7521 Epoch 2/25...progress:94.18%....step:3560/3780... Discriminator Loss: 1.0031... Generator Loss: 0.8397 Epoch 2/25...progress:94.44%....step:3570/3780... Discriminator Loss: 2.4550... Generator Loss: 0.1403 Epoch 2/25...progress:94.71%....step:3580/3780... Discriminator Loss: 1.6556... Generator Loss: 0.3884 Epoch 2/25...progress:94.97%....step:3590/3780... Discriminator Loss: 1.8636... Generator Loss: 0.2838 Epoch 2/25...progress:95.24%....step:3600/3780... Discriminator Loss: 1.3849... Generator Loss: 0.5506
Epoch 2/25...progress:95.50%....step:3610/3780... Discriminator Loss: 1.7126... Generator Loss: 0.3257 Epoch 2/25...progress:95.77%....step:3620/3780... Discriminator Loss: 1.3333... Generator Loss: 0.5416 Epoch 2/25...progress:96.03%....step:3630/3780... Discriminator Loss: 2.3677... Generator Loss: 0.1645 Epoch 2/25...progress:96.30%....step:3640/3780... Discriminator Loss: 1.3661... Generator Loss: 0.5608 Epoch 2/25...progress:96.56%....step:3650/3780... Discriminator Loss: 1.3068... Generator Loss: 0.5400 Epoch 2/25...progress:96.83%....step:3660/3780... Discriminator Loss: 1.5171... Generator Loss: 0.4428 Epoch 2/25...progress:97.09%....step:3670/3780... Discriminator Loss: 1.3763... Generator Loss: 0.5136 Epoch 2/25...progress:97.35%....step:3680/3780... Discriminator Loss: 2.4452... Generator Loss: 0.1396 Epoch 2/25...progress:97.62%....step:3690/3780... Discriminator Loss: 1.7687... Generator Loss: 0.3217 Epoch 2/25...progress:97.88%....step:3700/3780... Discriminator Loss: 1.6302... Generator Loss: 0.3611 Epoch 2/25...progress:98.15%....step:3710/3780... Discriminator Loss: 1.3645... Generator Loss: 1.0138 Epoch 2/25...progress:98.41%....step:3720/3780... Discriminator Loss: 1.8457... Generator Loss: 0.2786 Epoch 2/25...progress:98.68%....step:3730/3780... Discriminator Loss: 0.9689... Generator Loss: 1.1192 Epoch 2/25...progress:98.94%....step:3740/3780... Discriminator Loss: 1.3848... Generator Loss: 0.5056 Epoch 2/25...progress:99.21%....step:3750/3780... Discriminator Loss: 1.5173... Generator Loss: 0.4148 Epoch 2/25...progress:99.47%....step:3760/3780... Discriminator Loss: 2.3784... Generator Loss: 0.1618 Epoch 2/25...progress:99.74%....step:3770/3780... Discriminator Loss: 1.4148... Generator Loss: 0.4702 STARTING epoch: 2 , steps: 3780 ........ Epoch 3/25...progress:0.00%....step:0/3780... Discriminator Loss: 1.2851... Generator Loss: 0.6111
Epoch 3/25...progress:0.26%....step:10/3780... Discriminator Loss: 1.3621... Generator Loss: 0.6517 Epoch 3/25...progress:0.53%....step:20/3780... Discriminator Loss: 2.0932... Generator Loss: 0.2127 Epoch 3/25...progress:0.79%....step:30/3780... Discriminator Loss: 1.4991... Generator Loss: 0.4422 Epoch 3/25...progress:1.06%....step:40/3780... Discriminator Loss: 1.8141... Generator Loss: 0.2854 Epoch 3/25...progress:1.32%....step:50/3780... Discriminator Loss: 1.2223... Generator Loss: 0.7798 Epoch 3/25...progress:1.59%....step:60/3780... Discriminator Loss: 1.6118... Generator Loss: 0.3557 Epoch 3/25...progress:1.85%....step:70/3780... Discriminator Loss: 1.2117... Generator Loss: 0.6782 Epoch 3/25...progress:2.12%....step:80/3780... Discriminator Loss: 2.4616... Generator Loss: 0.1622 Epoch 3/25...progress:2.38%....step:90/3780... Discriminator Loss: 2.2563... Generator Loss: 0.1839 Epoch 3/25...progress:2.65%....step:100/3780... Discriminator Loss: 1.7980... Generator Loss: 0.2880 Epoch 3/25...progress:2.91%....step:110/3780... Discriminator Loss: 1.3127... Generator Loss: 0.5324 Epoch 3/25...progress:3.17%....step:120/3780... Discriminator Loss: 1.5384... Generator Loss: 0.4488 Epoch 3/25...progress:3.44%....step:130/3780... Discriminator Loss: 1.9900... Generator Loss: 0.2347 Epoch 3/25...progress:3.70%....step:140/3780... Discriminator Loss: 1.7408... Generator Loss: 0.3413 Epoch 3/25...progress:3.97%....step:150/3780... Discriminator Loss: 1.3772... Generator Loss: 0.5802 Epoch 3/25...progress:4.23%....step:160/3780... Discriminator Loss: 2.1556... Generator Loss: 2.0710 Epoch 3/25...progress:4.50%....step:170/3780... Discriminator Loss: 1.9062... Generator Loss: 0.3133 Epoch 3/25...progress:4.76%....step:180/3780... Discriminator Loss: 1.5156... Generator Loss: 0.4098 Epoch 3/25...progress:5.03%....step:190/3780... Discriminator Loss: 1.0738... Generator Loss: 0.8325 Epoch 3/25...progress:5.29%....step:200/3780... Discriminator Loss: 1.2119... Generator Loss: 0.8260
Epoch 3/25...progress:5.56%....step:210/3780... Discriminator Loss: 1.3805... Generator Loss: 0.9734 Epoch 3/25...progress:5.82%....step:220/3780... Discriminator Loss: 1.3635... Generator Loss: 0.8690 Epoch 3/25...progress:6.08%....step:230/3780... Discriminator Loss: 1.2917... Generator Loss: 1.0543 Epoch 3/25...progress:6.35%....step:240/3780... Discriminator Loss: 1.4827... Generator Loss: 0.7762 Epoch 3/25...progress:6.61%....step:250/3780... Discriminator Loss: 1.4323... Generator Loss: 0.5190 Epoch 3/25...progress:6.88%....step:260/3780... Discriminator Loss: 1.5067... Generator Loss: 1.4503 Epoch 3/25...progress:7.14%....step:270/3780... Discriminator Loss: 2.0040... Generator Loss: 0.2485 Epoch 3/25...progress:7.41%....step:280/3780... Discriminator Loss: 2.0486... Generator Loss: 0.2307 Epoch 3/25...progress:7.67%....step:290/3780... Discriminator Loss: 1.2173... Generator Loss: 0.8040 Epoch 3/25...progress:7.94%....step:300/3780... Discriminator Loss: 2.2473... Generator Loss: 0.1881 Epoch 3/25...progress:8.20%....step:310/3780... Discriminator Loss: 1.6412... Generator Loss: 0.3632 Epoch 3/25...progress:8.47%....step:320/3780... Discriminator Loss: 1.8776... Generator Loss: 0.2594 Epoch 3/25...progress:8.73%....step:330/3780... Discriminator Loss: 1.3084... Generator Loss: 0.6694 Epoch 3/25...progress:8.99%....step:340/3780... Discriminator Loss: 1.8971... Generator Loss: 0.2782 Epoch 3/25...progress:9.26%....step:350/3780... Discriminator Loss: 1.4428... Generator Loss: 0.6432 Epoch 3/25...progress:9.52%....step:360/3780... Discriminator Loss: 1.2360... Generator Loss: 0.7094 Epoch 3/25...progress:9.79%....step:370/3780... Discriminator Loss: 1.8563... Generator Loss: 0.2949 Epoch 3/25...progress:10.05%....step:380/3780... Discriminator Loss: 1.3101... Generator Loss: 0.5617 Epoch 3/25...progress:10.32%....step:390/3780... Discriminator Loss: 1.7745... Generator Loss: 0.3209 Epoch 3/25...progress:10.58%....step:400/3780... Discriminator Loss: 1.8004... Generator Loss: 0.3107
Epoch 3/25...progress:10.85%....step:410/3780... Discriminator Loss: 2.2272... Generator Loss: 1.2206 Epoch 3/25...progress:11.11%....step:420/3780... Discriminator Loss: 1.3145... Generator Loss: 0.5770 Epoch 3/25...progress:11.38%....step:430/3780... Discriminator Loss: 1.6595... Generator Loss: 0.3749 Epoch 3/25...progress:11.64%....step:440/3780... Discriminator Loss: 1.2574... Generator Loss: 0.5823 Epoch 3/25...progress:11.90%....step:450/3780... Discriminator Loss: 1.3306... Generator Loss: 0.5820 Epoch 3/25...progress:12.17%....step:460/3780... Discriminator Loss: 1.1220... Generator Loss: 0.8219 Epoch 3/25...progress:12.43%....step:470/3780... Discriminator Loss: 1.9248... Generator Loss: 0.2547 Epoch 3/25...progress:12.70%....step:480/3780... Discriminator Loss: 1.1048... Generator Loss: 0.7886 Epoch 3/25...progress:12.96%....step:490/3780... Discriminator Loss: 1.2404... Generator Loss: 0.9809 Epoch 3/25...progress:13.23%....step:500/3780... Discriminator Loss: 1.5081... Generator Loss: 0.4747 Epoch 3/25...progress:13.49%....step:510/3780... Discriminator Loss: 1.7125... Generator Loss: 0.3490 Epoch 3/25...progress:13.76%....step:520/3780... Discriminator Loss: 1.4813... Generator Loss: 0.4747 Epoch 3/25...progress:14.02%....step:530/3780... Discriminator Loss: 1.6392... Generator Loss: 0.3793 Epoch 3/25...progress:14.29%....step:540/3780... Discriminator Loss: 1.9900... Generator Loss: 0.2812 Epoch 3/25...progress:14.55%....step:550/3780... Discriminator Loss: 2.0234... Generator Loss: 0.2245 Epoch 3/25...progress:14.81%....step:560/3780... Discriminator Loss: 1.5797... Generator Loss: 0.4924 Epoch 3/25...progress:15.08%....step:570/3780... Discriminator Loss: 1.7272... Generator Loss: 0.3125 Epoch 3/25...progress:15.34%....step:580/3780... Discriminator Loss: 1.8215... Generator Loss: 0.2793 Epoch 3/25...progress:15.61%....step:590/3780... Discriminator Loss: 1.3375... Generator Loss: 1.1018 Epoch 3/25...progress:15.87%....step:600/3780... Discriminator Loss: 1.4283... Generator Loss: 0.9084
Epoch 3/25...progress:16.14%....step:610/3780... Discriminator Loss: 1.8022... Generator Loss: 0.9541 Epoch 3/25...progress:16.40%....step:620/3780... Discriminator Loss: 1.6115... Generator Loss: 0.3724 Epoch 3/25...progress:16.67%....step:630/3780... Discriminator Loss: 1.6148... Generator Loss: 0.7539 Epoch 3/25...progress:16.93%....step:640/3780... Discriminator Loss: 1.6899... Generator Loss: 0.3520 Epoch 3/25...progress:17.20%....step:650/3780... Discriminator Loss: 1.5175... Generator Loss: 0.4568 Epoch 3/25...progress:17.46%....step:660/3780... Discriminator Loss: 1.9744... Generator Loss: 0.2437 Epoch 3/25...progress:17.72%....step:670/3780... Discriminator Loss: 1.5532... Generator Loss: 0.4222 Epoch 3/25...progress:17.99%....step:680/3780... Discriminator Loss: 1.4415... Generator Loss: 0.4821 Epoch 3/25...progress:18.25%....step:690/3780... Discriminator Loss: 1.9888... Generator Loss: 0.2652 Epoch 3/25...progress:18.52%....step:700/3780... Discriminator Loss: 1.3231... Generator Loss: 0.5546 Epoch 3/25...progress:18.78%....step:710/3780... Discriminator Loss: 1.1349... Generator Loss: 0.6727 Epoch 3/25...progress:19.05%....step:720/3780... Discriminator Loss: 1.4855... Generator Loss: 1.5328 Epoch 3/25...progress:19.31%....step:730/3780... Discriminator Loss: 1.4974... Generator Loss: 0.4228 Epoch 3/25...progress:19.58%....step:740/3780... Discriminator Loss: 1.9570... Generator Loss: 0.2638 Epoch 3/25...progress:19.84%....step:750/3780... Discriminator Loss: 2.0856... Generator Loss: 0.2109 Epoch 3/25...progress:20.11%....step:760/3780... Discriminator Loss: 1.3975... Generator Loss: 0.5129 Epoch 3/25...progress:20.37%....step:770/3780... Discriminator Loss: 1.2547... Generator Loss: 0.6781 Epoch 3/25...progress:20.63%....step:780/3780... Discriminator Loss: 1.5483... Generator Loss: 0.3912 Epoch 3/25...progress:20.90%....step:790/3780... Discriminator Loss: 1.5161... Generator Loss: 0.6588 Epoch 3/25...progress:21.16%....step:800/3780... Discriminator Loss: 1.1086... Generator Loss: 1.0319
Epoch 3/25...progress:21.43%....step:810/3780... Discriminator Loss: 1.5836... Generator Loss: 0.4160 Epoch 3/25...progress:21.69%....step:820/3780... Discriminator Loss: 1.4750... Generator Loss: 0.7001 Epoch 3/25...progress:21.96%....step:830/3780... Discriminator Loss: 1.0662... Generator Loss: 0.8639 Epoch 3/25...progress:22.22%....step:840/3780... Discriminator Loss: 1.3533... Generator Loss: 0.5591 Epoch 3/25...progress:22.49%....step:850/3780... Discriminator Loss: 1.9728... Generator Loss: 0.2532 Epoch 3/25...progress:22.75%....step:860/3780... Discriminator Loss: 1.8602... Generator Loss: 0.2890 Epoch 3/25...progress:23.02%....step:870/3780... Discriminator Loss: 1.4654... Generator Loss: 0.4526 Epoch 3/25...progress:23.28%....step:880/3780... Discriminator Loss: 1.8168... Generator Loss: 0.3134 Epoch 3/25...progress:23.54%....step:890/3780... Discriminator Loss: 1.8376... Generator Loss: 0.2989 Epoch 3/25...progress:23.81%....step:900/3780... Discriminator Loss: 1.3752... Generator Loss: 0.6082 Epoch 3/25...progress:24.07%....step:910/3780... Discriminator Loss: 1.3267... Generator Loss: 0.8671 Epoch 3/25...progress:24.34%....step:920/3780... Discriminator Loss: 1.1171... Generator Loss: 0.8967 Epoch 3/25...progress:24.60%....step:930/3780... Discriminator Loss: 2.0477... Generator Loss: 0.2405 Epoch 3/25...progress:24.87%....step:940/3780... Discriminator Loss: 1.6437... Generator Loss: 0.3841 Epoch 3/25...progress:25.13%....step:950/3780... Discriminator Loss: 2.7290... Generator Loss: 0.1096 Epoch 3/25...progress:25.40%....step:960/3780... Discriminator Loss: 1.2139... Generator Loss: 1.1751 Epoch 3/25...progress:25.66%....step:970/3780... Discriminator Loss: 1.7128... Generator Loss: 0.3461 Epoch 3/25...progress:25.93%....step:980/3780... Discriminator Loss: 1.7497... Generator Loss: 0.3291 Epoch 3/25...progress:26.19%....step:990/3780... Discriminator Loss: 1.6093... Generator Loss: 0.6456 Epoch 3/25...progress:26.46%....step:1000/3780... Discriminator Loss: 1.3713... Generator Loss: 0.5080
Epoch 3/25...progress:26.72%....step:1010/3780... Discriminator Loss: 2.1798... Generator Loss: 0.2002 Epoch 3/25...progress:26.98%....step:1020/3780... Discriminator Loss: 1.2559... Generator Loss: 0.6672 Epoch 3/25...progress:27.25%....step:1030/3780... Discriminator Loss: 1.2206... Generator Loss: 0.6346 Epoch 3/25...progress:27.51%....step:1040/3780... Discriminator Loss: 1.2804... Generator Loss: 1.0302 Epoch 3/25...progress:27.78%....step:1050/3780... Discriminator Loss: 1.5946... Generator Loss: 0.3710 Epoch 3/25...progress:28.04%....step:1060/3780... Discriminator Loss: 1.2869... Generator Loss: 0.5268 Epoch 3/25...progress:28.31%....step:1070/3780... Discriminator Loss: 1.4829... Generator Loss: 0.5116 Epoch 3/25...progress:28.57%....step:1080/3780... Discriminator Loss: 1.2537... Generator Loss: 0.5571 Epoch 3/25...progress:28.84%....step:1090/3780... Discriminator Loss: 2.1161... Generator Loss: 0.2043 Epoch 3/25...progress:29.10%....step:1100/3780... Discriminator Loss: 1.4048... Generator Loss: 0.5237 Epoch 3/25...progress:29.37%....step:1110/3780... Discriminator Loss: 1.2649... Generator Loss: 1.4618 Epoch 3/25...progress:29.63%....step:1120/3780... Discriminator Loss: 1.1845... Generator Loss: 0.7546 Epoch 3/25...progress:29.89%....step:1130/3780... Discriminator Loss: 2.1797... Generator Loss: 0.1937 Epoch 3/25...progress:30.16%....step:1140/3780... Discriminator Loss: 1.0223... Generator Loss: 0.9310 Epoch 3/25...progress:30.42%....step:1150/3780... Discriminator Loss: 1.1499... Generator Loss: 0.9374 Epoch 3/25...progress:30.69%....step:1160/3780... Discriminator Loss: 1.8384... Generator Loss: 0.3084 Epoch 3/25...progress:30.95%....step:1170/3780... Discriminator Loss: 2.5032... Generator Loss: 0.1494 Epoch 3/25...progress:31.22%....step:1180/3780... Discriminator Loss: 1.6185... Generator Loss: 0.6533 Epoch 3/25...progress:31.48%....step:1190/3780... Discriminator Loss: 1.3959... Generator Loss: 0.5103 Epoch 3/25...progress:31.75%....step:1200/3780... Discriminator Loss: 1.9461... Generator Loss: 0.2668
Epoch 3/25...progress:32.01%....step:1210/3780... Discriminator Loss: 1.2674... Generator Loss: 0.8621 Epoch 3/25...progress:32.28%....step:1220/3780... Discriminator Loss: 1.3249... Generator Loss: 0.5718 Epoch 3/25...progress:32.54%....step:1230/3780... Discriminator Loss: 1.2041... Generator Loss: 0.7128 Epoch 3/25...progress:32.80%....step:1240/3780... Discriminator Loss: 1.2048... Generator Loss: 0.6197 Epoch 3/25...progress:33.07%....step:1250/3780... Discriminator Loss: 1.3860... Generator Loss: 0.5561 Epoch 3/25...progress:33.33%....step:1260/3780... Discriminator Loss: 1.7796... Generator Loss: 0.3740 Epoch 3/25...progress:33.60%....step:1270/3780... Discriminator Loss: 1.4941... Generator Loss: 0.5275 Epoch 3/25...progress:33.86%....step:1280/3780... Discriminator Loss: 1.4253... Generator Loss: 0.5250 Epoch 3/25...progress:34.13%....step:1290/3780... Discriminator Loss: 1.4023... Generator Loss: 0.6759 Epoch 3/25...progress:34.39%....step:1300/3780... Discriminator Loss: 1.8064... Generator Loss: 0.2885 Epoch 3/25...progress:34.66%....step:1310/3780... Discriminator Loss: 1.3918... Generator Loss: 0.4877 Epoch 3/25...progress:34.92%....step:1320/3780... Discriminator Loss: 1.0729... Generator Loss: 1.0391 Epoch 3/25...progress:35.19%....step:1330/3780... Discriminator Loss: 1.8101... Generator Loss: 0.3063 Epoch 3/25...progress:35.45%....step:1340/3780... Discriminator Loss: 1.5911... Generator Loss: 0.4336 Epoch 3/25...progress:35.71%....step:1350/3780... Discriminator Loss: 1.6021... Generator Loss: 0.3878 Epoch 3/25...progress:35.98%....step:1360/3780... Discriminator Loss: 1.3941... Generator Loss: 0.4862 Epoch 3/25...progress:36.24%....step:1370/3780... Discriminator Loss: 1.5352... Generator Loss: 0.4035 Epoch 3/25...progress:36.51%....step:1380/3780... Discriminator Loss: 2.1762... Generator Loss: 0.1944 Epoch 3/25...progress:36.77%....step:1390/3780... Discriminator Loss: 1.2365... Generator Loss: 0.7134 Epoch 3/25...progress:37.04%....step:1400/3780... Discriminator Loss: 1.5452... Generator Loss: 0.9180
Epoch 3/25...progress:37.30%....step:1410/3780... Discriminator Loss: 1.1889... Generator Loss: 0.7904 Epoch 3/25...progress:37.57%....step:1420/3780... Discriminator Loss: 1.0501... Generator Loss: 1.0353 Epoch 3/25...progress:37.83%....step:1430/3780... Discriminator Loss: 1.4488... Generator Loss: 0.4509 Epoch 3/25...progress:38.10%....step:1440/3780... Discriminator Loss: 2.1975... Generator Loss: 0.2029 Epoch 3/25...progress:38.36%....step:1450/3780... Discriminator Loss: 1.6479... Generator Loss: 0.3856 Epoch 3/25...progress:38.62%....step:1460/3780... Discriminator Loss: 2.0055... Generator Loss: 0.2323 Epoch 3/25...progress:38.89%....step:1470/3780... Discriminator Loss: 1.1281... Generator Loss: 0.9654 Epoch 3/25...progress:39.15%....step:1480/3780... Discriminator Loss: 1.7296... Generator Loss: 0.3442 Epoch 3/25...progress:39.42%....step:1490/3780... Discriminator Loss: 1.4980... Generator Loss: 0.8546 Epoch 3/25...progress:39.68%....step:1500/3780... Discriminator Loss: 2.0638... Generator Loss: 0.2289 Epoch 3/25...progress:39.95%....step:1510/3780... Discriminator Loss: 1.3216... Generator Loss: 0.8198 Epoch 3/25...progress:40.21%....step:1520/3780... Discriminator Loss: 1.4197... Generator Loss: 0.5111 Epoch 3/25...progress:40.48%....step:1530/3780... Discriminator Loss: 1.6354... Generator Loss: 0.3913 Epoch 3/25...progress:40.74%....step:1540/3780... Discriminator Loss: 1.3990... Generator Loss: 0.5664 Epoch 3/25...progress:41.01%....step:1550/3780... Discriminator Loss: 1.6911... Generator Loss: 0.3486 Epoch 3/25...progress:41.27%....step:1560/3780... Discriminator Loss: 1.5335... Generator Loss: 0.6490 Epoch 3/25...progress:41.53%....step:1570/3780... Discriminator Loss: 1.6834... Generator Loss: 0.3339 Epoch 3/25...progress:41.80%....step:1580/3780... Discriminator Loss: 1.2703... Generator Loss: 0.8011 Epoch 3/25...progress:42.06%....step:1590/3780... Discriminator Loss: 1.3965... Generator Loss: 0.6534 Epoch 3/25...progress:42.33%....step:1600/3780... Discriminator Loss: 1.0157... Generator Loss: 1.1973
Epoch 3/25...progress:42.59%....step:1610/3780... Discriminator Loss: 1.3442... Generator Loss: 0.6839 Epoch 3/25...progress:42.86%....step:1620/3780... Discriminator Loss: 1.1097... Generator Loss: 0.8041 Epoch 3/25...progress:43.12%....step:1630/3780... Discriminator Loss: 1.4052... Generator Loss: 0.5286 Epoch 3/25...progress:43.39%....step:1640/3780... Discriminator Loss: 1.1908... Generator Loss: 0.8089 Epoch 3/25...progress:43.65%....step:1650/3780... Discriminator Loss: 1.8481... Generator Loss: 0.2721 Epoch 3/25...progress:43.92%....step:1660/3780... Discriminator Loss: 1.8236... Generator Loss: 0.2972 Epoch 3/25...progress:44.18%....step:1670/3780... Discriminator Loss: 1.5140... Generator Loss: 0.4658 Epoch 3/25...progress:44.44%....step:1680/3780... Discriminator Loss: 1.4370... Generator Loss: 0.5469 Epoch 3/25...progress:44.71%....step:1690/3780... Discriminator Loss: 2.2946... Generator Loss: 0.1712 Epoch 3/25...progress:44.97%....step:1700/3780... Discriminator Loss: 1.2378... Generator Loss: 0.6535 Epoch 3/25...progress:45.24%....step:1710/3780... Discriminator Loss: 2.6350... Generator Loss: 0.1554 Epoch 3/25...progress:45.50%....step:1720/3780... Discriminator Loss: 2.1586... Generator Loss: 0.1963 Epoch 3/25...progress:45.77%....step:1730/3780... Discriminator Loss: 1.4887... Generator Loss: 0.4232 Epoch 3/25...progress:46.03%....step:1740/3780... Discriminator Loss: 1.4921... Generator Loss: 0.6043 Epoch 3/25...progress:46.30%....step:1750/3780... Discriminator Loss: 1.4863... Generator Loss: 0.4848 Epoch 3/25...progress:46.56%....step:1760/3780... Discriminator Loss: 1.4941... Generator Loss: 0.4067 Epoch 3/25...progress:46.83%....step:1770/3780... Discriminator Loss: 1.7313... Generator Loss: 0.6774 Epoch 3/25...progress:47.09%....step:1780/3780... Discriminator Loss: 1.9231... Generator Loss: 0.2888 Epoch 3/25...progress:47.35%....step:1790/3780... Discriminator Loss: 1.3028... Generator Loss: 0.7544 Epoch 3/25...progress:47.62%....step:1800/3780... Discriminator Loss: 1.6650... Generator Loss: 0.3534
Epoch 3/25...progress:47.88%....step:1810/3780... Discriminator Loss: 1.6082... Generator Loss: 0.3974 Epoch 3/25...progress:48.15%....step:1820/3780... Discriminator Loss: 1.6708... Generator Loss: 0.4196 Epoch 3/25...progress:48.41%....step:1830/3780... Discriminator Loss: 1.0275... Generator Loss: 0.8942 Epoch 3/25...progress:48.68%....step:1840/3780... Discriminator Loss: 1.4647... Generator Loss: 0.4358 Epoch 3/25...progress:48.94%....step:1850/3780... Discriminator Loss: 1.5100... Generator Loss: 0.4314 Epoch 3/25...progress:49.21%....step:1860/3780... Discriminator Loss: 1.6874... Generator Loss: 0.3785 Epoch 3/25...progress:49.47%....step:1870/3780... Discriminator Loss: 1.1799... Generator Loss: 0.8540 Epoch 3/25...progress:49.74%....step:1880/3780... Discriminator Loss: 2.3332... Generator Loss: 0.1897 Epoch 3/25...progress:50.00%....step:1890/3780... Discriminator Loss: 1.9515... Generator Loss: 0.2822 Epoch 3/25...progress:50.26%....step:1900/3780... Discriminator Loss: 1.7267... Generator Loss: 0.3176 Epoch 3/25...progress:50.53%....step:1910/3780... Discriminator Loss: 1.4629... Generator Loss: 0.4515 Epoch 3/25...progress:50.79%....step:1920/3780... Discriminator Loss: 2.3024... Generator Loss: 0.1805 Epoch 3/25...progress:51.06%....step:1930/3780... Discriminator Loss: 1.7850... Generator Loss: 0.3479 Epoch 3/25...progress:51.32%....step:1940/3780... Discriminator Loss: 1.8512... Generator Loss: 0.2874 Epoch 3/25...progress:51.59%....step:1950/3780... Discriminator Loss: 1.6469... Generator Loss: 0.3469 Epoch 3/25...progress:51.85%....step:1960/3780... Discriminator Loss: 1.6457... Generator Loss: 0.3469 Epoch 3/25...progress:52.12%....step:1970/3780... Discriminator Loss: 1.0445... Generator Loss: 1.2612 Epoch 3/25...progress:52.38%....step:1980/3780... Discriminator Loss: 2.3697... Generator Loss: 0.1598 Epoch 3/25...progress:52.65%....step:1990/3780... Discriminator Loss: 1.9787... Generator Loss: 0.2497 Epoch 3/25...progress:52.91%....step:2000/3780... Discriminator Loss: 1.9366... Generator Loss: 0.2654
Epoch 3/25...progress:53.17%....step:2010/3780... Discriminator Loss: 1.3016... Generator Loss: 0.8607 Epoch 3/25...progress:53.44%....step:2020/3780... Discriminator Loss: 1.3764... Generator Loss: 0.5579 Epoch 3/25...progress:53.70%....step:2030/3780... Discriminator Loss: 1.0058... Generator Loss: 1.0698 Epoch 3/25...progress:53.97%....step:2040/3780... Discriminator Loss: 1.6025... Generator Loss: 0.3761 Epoch 3/25...progress:54.23%....step:2050/3780... Discriminator Loss: 1.3855... Generator Loss: 0.5339 Epoch 3/25...progress:54.50%....step:2060/3780... Discriminator Loss: 1.3037... Generator Loss: 0.6153 Epoch 3/25...progress:54.76%....step:2070/3780... Discriminator Loss: 1.3645... Generator Loss: 0.6059 Epoch 3/25...progress:55.03%....step:2080/3780... Discriminator Loss: 1.1195... Generator Loss: 1.2358 Epoch 3/25...progress:55.29%....step:2090/3780... Discriminator Loss: 1.3770... Generator Loss: 0.7068 Epoch 3/25...progress:55.56%....step:2100/3780... Discriminator Loss: 1.5906... Generator Loss: 0.9163 Epoch 3/25...progress:55.82%....step:2110/3780... Discriminator Loss: 1.1616... Generator Loss: 0.8468 Epoch 3/25...progress:56.08%....step:2120/3780... Discriminator Loss: 1.2974... Generator Loss: 0.7269 Epoch 3/25...progress:56.35%....step:2130/3780... Discriminator Loss: 1.4434... Generator Loss: 0.4507 Epoch 3/25...progress:56.61%....step:2140/3780... Discriminator Loss: 1.8051... Generator Loss: 0.6952 Epoch 3/25...progress:56.88%....step:2150/3780... Discriminator Loss: 1.5843... Generator Loss: 0.3838 Epoch 3/25...progress:57.14%....step:2160/3780... Discriminator Loss: 1.4987... Generator Loss: 1.3406 Epoch 3/25...progress:57.41%....step:2170/3780... Discriminator Loss: 1.2636... Generator Loss: 0.5836 Epoch 3/25...progress:57.67%....step:2180/3780... Discriminator Loss: 1.2447... Generator Loss: 0.8018 Epoch 3/25...progress:57.94%....step:2190/3780... Discriminator Loss: 1.7870... Generator Loss: 0.3073 Epoch 3/25...progress:58.20%....step:2200/3780... Discriminator Loss: 1.6130... Generator Loss: 0.3900
Epoch 3/25...progress:58.47%....step:2210/3780... Discriminator Loss: 1.7236... Generator Loss: 0.3356 Epoch 3/25...progress:58.73%....step:2220/3780... Discriminator Loss: 1.1963... Generator Loss: 0.8627 Epoch 3/25...progress:58.99%....step:2230/3780... Discriminator Loss: 1.1538... Generator Loss: 0.8786 Epoch 3/25...progress:59.26%....step:2240/3780... Discriminator Loss: 2.0230... Generator Loss: 0.2301 Epoch 3/25...progress:59.52%....step:2250/3780... Discriminator Loss: 1.4980... Generator Loss: 0.7631 Epoch 3/25...progress:59.79%....step:2260/3780... Discriminator Loss: 1.5476... Generator Loss: 0.6418 Epoch 3/25...progress:60.05%....step:2270/3780... Discriminator Loss: 1.5821... Generator Loss: 0.3924 Epoch 3/25...progress:60.32%....step:2280/3780... Discriminator Loss: 1.4605... Generator Loss: 0.4566 Epoch 3/25...progress:60.58%....step:2290/3780... Discriminator Loss: 1.4439... Generator Loss: 0.4809 Epoch 3/25...progress:60.85%....step:2300/3780... Discriminator Loss: 1.7593... Generator Loss: 0.3388 Epoch 3/25...progress:61.11%....step:2310/3780... Discriminator Loss: 1.5466... Generator Loss: 0.4194 Epoch 3/25...progress:61.38%....step:2320/3780... Discriminator Loss: 1.4791... Generator Loss: 1.4190 Epoch 3/25...progress:61.64%....step:2330/3780... Discriminator Loss: 1.4463... Generator Loss: 0.5186 Epoch 3/25...progress:61.90%....step:2340/3780... Discriminator Loss: 1.6498... Generator Loss: 0.3523 Epoch 3/25...progress:62.17%....step:2350/3780... Discriminator Loss: 1.6898... Generator Loss: 0.6293 Epoch 3/25...progress:62.43%....step:2360/3780... Discriminator Loss: 1.3492... Generator Loss: 0.6555 Epoch 3/25...progress:62.70%....step:2370/3780... Discriminator Loss: 1.5145... Generator Loss: 0.9546 Epoch 3/25...progress:62.96%....step:2380/3780... Discriminator Loss: 1.1468... Generator Loss: 0.8497 Epoch 3/25...progress:63.23%....step:2390/3780... Discriminator Loss: 1.2266... Generator Loss: 1.1856 Epoch 3/25...progress:63.49%....step:2400/3780... Discriminator Loss: 2.1450... Generator Loss: 0.2063
Epoch 3/25...progress:63.76%....step:2410/3780... Discriminator Loss: 1.1921... Generator Loss: 0.6755 Epoch 3/25...progress:64.02%....step:2420/3780... Discriminator Loss: 1.6675... Generator Loss: 0.3485 Epoch 3/25...progress:64.29%....step:2430/3780... Discriminator Loss: 2.6934... Generator Loss: 0.1275 Epoch 3/25...progress:64.55%....step:2440/3780... Discriminator Loss: 1.4253... Generator Loss: 0.5636 Epoch 3/25...progress:64.81%....step:2450/3780... Discriminator Loss: 1.4874... Generator Loss: 0.4500 Epoch 3/25...progress:65.08%....step:2460/3780... Discriminator Loss: 1.6537... Generator Loss: 0.3934 Epoch 3/25...progress:65.34%....step:2470/3780... Discriminator Loss: 2.1169... Generator Loss: 0.2115 Epoch 3/25...progress:65.61%....step:2480/3780... Discriminator Loss: 1.4886... Generator Loss: 0.4738 Epoch 3/25...progress:65.87%....step:2490/3780... Discriminator Loss: 0.8229... Generator Loss: 1.5248 Epoch 3/25...progress:66.14%....step:2500/3780... Discriminator Loss: 0.9888... Generator Loss: 0.9613 Epoch 3/25...progress:66.40%....step:2510/3780... Discriminator Loss: 1.8255... Generator Loss: 0.3064 Epoch 3/25...progress:66.67%....step:2520/3780... Discriminator Loss: 1.4943... Generator Loss: 0.5427 Epoch 3/25...progress:66.93%....step:2530/3780... Discriminator Loss: 1.4805... Generator Loss: 0.4742 Epoch 3/25...progress:67.20%....step:2540/3780... Discriminator Loss: 1.4088... Generator Loss: 0.5764 Epoch 3/25...progress:67.46%....step:2550/3780... Discriminator Loss: 1.9956... Generator Loss: 0.2428 Epoch 3/25...progress:67.72%....step:2560/3780... Discriminator Loss: 1.2597... Generator Loss: 0.8221 Epoch 3/25...progress:67.99%....step:2570/3780... Discriminator Loss: 1.2827... Generator Loss: 0.6996 Epoch 3/25...progress:68.25%....step:2580/3780... Discriminator Loss: 1.4791... Generator Loss: 0.4332 Epoch 3/25...progress:68.52%....step:2590/3780... Discriminator Loss: 1.0522... Generator Loss: 1.0083 Epoch 3/25...progress:68.78%....step:2600/3780... Discriminator Loss: 1.7247... Generator Loss: 0.3254
Epoch 3/25...progress:69.05%....step:2610/3780... Discriminator Loss: 1.9537... Generator Loss: 0.2653 Epoch 3/25...progress:69.31%....step:2620/3780... Discriminator Loss: 1.5619... Generator Loss: 0.4764 Epoch 3/25...progress:69.58%....step:2630/3780... Discriminator Loss: 2.3475... Generator Loss: 0.1621 Epoch 3/25...progress:69.84%....step:2640/3780... Discriminator Loss: 1.6207... Generator Loss: 0.3679 Epoch 3/25...progress:70.11%....step:2650/3780... Discriminator Loss: 2.5154... Generator Loss: 0.1298 Epoch 3/25...progress:70.37%....step:2660/3780... Discriminator Loss: 1.9024... Generator Loss: 0.2867 Epoch 3/25...progress:70.63%....step:2670/3780... Discriminator Loss: 1.1883... Generator Loss: 0.7249 Epoch 3/25...progress:70.90%....step:2680/3780... Discriminator Loss: 1.6783... Generator Loss: 0.3840 Epoch 3/25...progress:71.16%....step:2690/3780... Discriminator Loss: 1.6343... Generator Loss: 1.3139 Epoch 3/25...progress:71.43%....step:2700/3780... Discriminator Loss: 1.8882... Generator Loss: 0.2644 Epoch 3/25...progress:71.69%....step:2710/3780... Discriminator Loss: 1.9251... Generator Loss: 0.2601 Epoch 3/25...progress:71.96%....step:2720/3780... Discriminator Loss: 1.8454... Generator Loss: 0.2969 Epoch 3/25...progress:72.22%....step:2730/3780... Discriminator Loss: 1.5398... Generator Loss: 0.4177 Epoch 3/25...progress:72.49%....step:2740/3780... Discriminator Loss: 1.4763... Generator Loss: 0.4278 Epoch 3/25...progress:72.75%....step:2750/3780... Discriminator Loss: 1.3905... Generator Loss: 0.5213 Epoch 3/25...progress:73.02%....step:2760/3780... Discriminator Loss: 1.4783... Generator Loss: 0.4662 Epoch 3/25...progress:73.28%....step:2770/3780... Discriminator Loss: 1.3915... Generator Loss: 0.8341 Epoch 3/25...progress:73.54%....step:2780/3780... Discriminator Loss: 1.6420... Generator Loss: 0.3866 Epoch 3/25...progress:73.81%....step:2790/3780... Discriminator Loss: 1.4217... Generator Loss: 0.4730 Epoch 3/25...progress:74.07%....step:2800/3780... Discriminator Loss: 1.7430... Generator Loss: 0.3463
Epoch 3/25...progress:74.34%....step:2810/3780... Discriminator Loss: 1.7927... Generator Loss: 0.3071 Epoch 3/25...progress:74.60%....step:2820/3780... Discriminator Loss: 1.3301... Generator Loss: 0.5769 Epoch 3/25...progress:74.87%....step:2830/3780... Discriminator Loss: 1.9072... Generator Loss: 0.2621 Epoch 3/25...progress:75.13%....step:2840/3780... Discriminator Loss: 1.4666... Generator Loss: 0.5014 Epoch 3/25...progress:75.40%....step:2850/3780... Discriminator Loss: 1.5646... Generator Loss: 0.3902 Epoch 3/25...progress:75.66%....step:2860/3780... Discriminator Loss: 2.0005... Generator Loss: 0.2438 Epoch 3/25...progress:75.93%....step:2870/3780... Discriminator Loss: 1.8050... Generator Loss: 0.3149 Epoch 3/25...progress:76.19%....step:2880/3780... Discriminator Loss: 1.6089... Generator Loss: 0.5367 Epoch 3/25...progress:76.46%....step:2890/3780... Discriminator Loss: 1.6036... Generator Loss: 0.4841 Epoch 3/25...progress:76.72%....step:2900/3780... Discriminator Loss: 1.3210... Generator Loss: 0.7053 Epoch 3/25...progress:76.98%....step:2910/3780... Discriminator Loss: 1.5149... Generator Loss: 0.5054 Epoch 3/25...progress:77.25%....step:2920/3780... Discriminator Loss: 2.1051... Generator Loss: 0.2252 Epoch 3/25...progress:77.51%....step:2930/3780... Discriminator Loss: 1.7103... Generator Loss: 0.3524 Epoch 3/25...progress:77.78%....step:2940/3780... Discriminator Loss: 1.2928... Generator Loss: 0.6852 Epoch 3/25...progress:78.04%....step:2950/3780... Discriminator Loss: 1.9229... Generator Loss: 1.0754 Epoch 3/25...progress:78.31%....step:2960/3780... Discriminator Loss: 1.5499... Generator Loss: 0.4871 Epoch 3/25...progress:78.57%....step:2970/3780... Discriminator Loss: 1.3198... Generator Loss: 0.5639 Epoch 3/25...progress:78.84%....step:2980/3780... Discriminator Loss: 1.5712... Generator Loss: 0.4112 Epoch 3/25...progress:79.10%....step:2990/3780... Discriminator Loss: 2.1226... Generator Loss: 0.2324 Epoch 3/25...progress:79.37%....step:3000/3780... Discriminator Loss: 1.3862... Generator Loss: 0.4818
Epoch 3/25...progress:79.63%....step:3010/3780... Discriminator Loss: 1.2026... Generator Loss: 0.6883 Epoch 3/25...progress:79.89%....step:3020/3780... Discriminator Loss: 1.1833... Generator Loss: 0.7787 Epoch 3/25...progress:80.16%....step:3030/3780... Discriminator Loss: 1.4562... Generator Loss: 0.5184 Epoch 3/25...progress:80.42%....step:3040/3780... Discriminator Loss: 1.8117... Generator Loss: 0.3097 Epoch 3/25...progress:80.69%....step:3050/3780... Discriminator Loss: 1.5998... Generator Loss: 0.3981 Epoch 3/25...progress:80.95%....step:3060/3780... Discriminator Loss: 1.7927... Generator Loss: 0.3058 Epoch 3/25...progress:81.22%....step:3070/3780... Discriminator Loss: 1.1278... Generator Loss: 0.8026 Epoch 3/25...progress:81.48%....step:3080/3780... Discriminator Loss: 1.7401... Generator Loss: 0.3367 Epoch 3/25...progress:81.75%....step:3090/3780... Discriminator Loss: 1.3672... Generator Loss: 0.5707 Epoch 3/25...progress:82.01%....step:3100/3780... Discriminator Loss: 2.2291... Generator Loss: 0.2911 Epoch 3/25...progress:82.28%....step:3110/3780... Discriminator Loss: 1.2203... Generator Loss: 0.8311 Epoch 3/25...progress:82.54%....step:3120/3780... Discriminator Loss: 1.5821... Generator Loss: 1.3770 Epoch 3/25...progress:82.80%....step:3130/3780... Discriminator Loss: 1.3721... Generator Loss: 0.5312 Epoch 3/25...progress:83.07%....step:3140/3780... Discriminator Loss: 1.5362... Generator Loss: 0.4159 Epoch 3/25...progress:83.33%....step:3150/3780... Discriminator Loss: 1.1597... Generator Loss: 0.7464 Epoch 3/25...progress:83.60%....step:3160/3780... Discriminator Loss: 1.4331... Generator Loss: 0.4507 Epoch 3/25...progress:83.86%....step:3170/3780... Discriminator Loss: 1.8626... Generator Loss: 0.2911 Epoch 3/25...progress:84.13%....step:3180/3780... Discriminator Loss: 1.9553... Generator Loss: 0.2662 Epoch 3/25...progress:84.39%....step:3190/3780... Discriminator Loss: 1.3268... Generator Loss: 1.4401 Epoch 3/25...progress:84.66%....step:3200/3780... Discriminator Loss: 1.8431... Generator Loss: 0.3514
Epoch 3/25...progress:84.92%....step:3210/3780... Discriminator Loss: 1.6575... Generator Loss: 0.3581 Epoch 3/25...progress:85.19%....step:3220/3780... Discriminator Loss: 1.6788... Generator Loss: 0.3432 Epoch 3/25...progress:85.45%....step:3230/3780... Discriminator Loss: 2.0578... Generator Loss: 0.2294 Epoch 3/25...progress:85.71%....step:3240/3780... Discriminator Loss: 1.9477... Generator Loss: 0.2504 Epoch 3/25...progress:85.98%....step:3250/3780... Discriminator Loss: 2.0131... Generator Loss: 0.2637 Epoch 3/25...progress:86.24%....step:3260/3780... Discriminator Loss: 2.0830... Generator Loss: 0.2263 Epoch 3/25...progress:86.51%....step:3270/3780... Discriminator Loss: 1.3194... Generator Loss: 0.5881 Epoch 3/25...progress:86.77%....step:3280/3780... Discriminator Loss: 1.2725... Generator Loss: 0.6628 Epoch 3/25...progress:87.04%....step:3290/3780... Discriminator Loss: 1.2521... Generator Loss: 0.6251 Epoch 3/25...progress:87.30%....step:3300/3780... Discriminator Loss: 1.2951... Generator Loss: 0.6218 Epoch 3/25...progress:87.57%....step:3310/3780... Discriminator Loss: 1.4010... Generator Loss: 0.4821 Epoch 3/25...progress:87.83%....step:3320/3780... Discriminator Loss: 1.4644... Generator Loss: 0.5559 Epoch 3/25...progress:88.10%....step:3330/3780... Discriminator Loss: 1.3635... Generator Loss: 0.8618 Epoch 3/25...progress:88.36%....step:3340/3780... Discriminator Loss: 0.8838... Generator Loss: 1.0009 Epoch 3/25...progress:88.62%....step:3350/3780... Discriminator Loss: 1.6328... Generator Loss: 0.3624 Epoch 3/25...progress:88.89%....step:3360/3780... Discriminator Loss: 1.4410... Generator Loss: 0.9451 Epoch 3/25...progress:89.15%....step:3370/3780... Discriminator Loss: 1.5726... Generator Loss: 0.5085 Epoch 3/25...progress:89.42%....step:3380/3780... Discriminator Loss: 1.5983... Generator Loss: 0.4134 Epoch 3/25...progress:89.68%....step:3390/3780... Discriminator Loss: 1.7212... Generator Loss: 0.3349 Epoch 3/25...progress:89.95%....step:3400/3780... Discriminator Loss: 1.6777... Generator Loss: 0.3416
Epoch 3/25...progress:90.21%....step:3410/3780... Discriminator Loss: 2.1380... Generator Loss: 0.2109 Epoch 3/25...progress:90.48%....step:3420/3780... Discriminator Loss: 1.8356... Generator Loss: 0.2882 Epoch 3/25...progress:90.74%....step:3430/3780... Discriminator Loss: 1.4700... Generator Loss: 0.5032 Epoch 3/25...progress:91.01%....step:3440/3780... Discriminator Loss: 1.4125... Generator Loss: 0.6083 Epoch 3/25...progress:91.27%....step:3450/3780... Discriminator Loss: 1.2291... Generator Loss: 0.7226 Epoch 3/25...progress:91.53%....step:3460/3780... Discriminator Loss: 1.0061... Generator Loss: 1.2274 Epoch 3/25...progress:91.80%....step:3470/3780... Discriminator Loss: 1.5797... Generator Loss: 0.4051 Epoch 3/25...progress:92.06%....step:3480/3780... Discriminator Loss: 1.7291... Generator Loss: 0.3550 Epoch 3/25...progress:92.33%....step:3490/3780... Discriminator Loss: 1.4220... Generator Loss: 0.4916 Epoch 3/25...progress:92.59%....step:3500/3780... Discriminator Loss: 1.4574... Generator Loss: 0.4472 Epoch 3/25...progress:92.86%....step:3510/3780... Discriminator Loss: 2.0556... Generator Loss: 0.2206 Epoch 3/25...progress:93.12%....step:3520/3780... Discriminator Loss: 1.8900... Generator Loss: 0.2793 Epoch 3/25...progress:93.39%....step:3530/3780... Discriminator Loss: 1.5096... Generator Loss: 0.6573 Epoch 3/25...progress:93.65%....step:3540/3780... Discriminator Loss: 1.0929... Generator Loss: 1.0330 Epoch 3/25...progress:93.92%....step:3550/3780... Discriminator Loss: 2.1578... Generator Loss: 0.5314 Epoch 3/25...progress:94.18%....step:3560/3780... Discriminator Loss: 1.8317... Generator Loss: 0.3842 Epoch 3/25...progress:94.44%....step:3570/3780... Discriminator Loss: 1.7192... Generator Loss: 0.3644 Epoch 3/25...progress:94.71%....step:3580/3780... Discriminator Loss: 1.7785... Generator Loss: 0.4114 Epoch 3/25...progress:94.97%....step:3590/3780... Discriminator Loss: 2.0035... Generator Loss: 0.2442 Epoch 3/25...progress:95.24%....step:3600/3780... Discriminator Loss: 2.2266... Generator Loss: 0.1871
Epoch 3/25...progress:95.50%....step:3610/3780... Discriminator Loss: 1.1277... Generator Loss: 0.7863 Epoch 3/25...progress:95.77%....step:3620/3780... Discriminator Loss: 1.1337... Generator Loss: 0.8123 Epoch 3/25...progress:96.03%....step:3630/3780... Discriminator Loss: 2.2648... Generator Loss: 0.1763 Epoch 3/25...progress:96.30%....step:3640/3780... Discriminator Loss: 1.2976... Generator Loss: 0.6567 Epoch 3/25...progress:96.56%....step:3650/3780... Discriminator Loss: 1.6036... Generator Loss: 0.4271 Epoch 3/25...progress:96.83%....step:3660/3780... Discriminator Loss: 1.3103... Generator Loss: 0.6360 Epoch 3/25...progress:97.09%....step:3670/3780... Discriminator Loss: 1.7245... Generator Loss: 0.3188 Epoch 3/25...progress:97.35%....step:3680/3780... Discriminator Loss: 2.1823... Generator Loss: 0.2025 Epoch 3/25...progress:97.62%....step:3690/3780... Discriminator Loss: 1.2040... Generator Loss: 0.6125 Epoch 3/25...progress:97.88%....step:3700/3780... Discriminator Loss: 2.4533... Generator Loss: 0.1547 Epoch 3/25...progress:98.15%....step:3710/3780... Discriminator Loss: 1.1611... Generator Loss: 1.0350 Epoch 3/25...progress:98.41%....step:3720/3780... Discriminator Loss: 1.4344... Generator Loss: 0.6378 Epoch 3/25...progress:98.68%....step:3730/3780... Discriminator Loss: 0.7825... Generator Loss: 1.2829 Epoch 3/25...progress:98.94%....step:3740/3780... Discriminator Loss: 1.7717... Generator Loss: 1.7662 Epoch 3/25...progress:99.21%....step:3750/3780... Discriminator Loss: 1.2964... Generator Loss: 0.6112 Epoch 3/25...progress:99.47%....step:3760/3780... Discriminator Loss: 2.1947... Generator Loss: 0.1962 Epoch 3/25...progress:99.74%....step:3770/3780... Discriminator Loss: 1.5187... Generator Loss: 0.4446 STARTING epoch: 3 , steps: 3780 ........ Epoch 4/25...progress:0.00%....step:0/3780... Discriminator Loss: 1.9516... Generator Loss: 0.5445
Epoch 4/25...progress:0.26%....step:10/3780... Discriminator Loss: 1.7818... Generator Loss: 0.3103 Epoch 4/25...progress:0.53%....step:20/3780... Discriminator Loss: 2.2583... Generator Loss: 0.1781 Epoch 4/25...progress:0.79%....step:30/3780... Discriminator Loss: 1.3049... Generator Loss: 0.8531 Epoch 4/25...progress:1.06%....step:40/3780... Discriminator Loss: 1.5772... Generator Loss: 0.3795 Epoch 4/25...progress:1.32%....step:50/3780... Discriminator Loss: 1.6785... Generator Loss: 0.3596 Epoch 4/25...progress:1.59%....step:60/3780... Discriminator Loss: 1.7052... Generator Loss: 0.3341 Epoch 4/25...progress:1.85%....step:70/3780... Discriminator Loss: 1.1722... Generator Loss: 0.6474 Epoch 4/25...progress:2.12%....step:80/3780... Discriminator Loss: 2.1547... Generator Loss: 0.2086 Epoch 4/25...progress:2.38%....step:90/3780... Discriminator Loss: 1.7250... Generator Loss: 0.5125 Epoch 4/25...progress:2.65%....step:100/3780... Discriminator Loss: 2.1816... Generator Loss: 0.2012 Epoch 4/25...progress:2.91%....step:110/3780... Discriminator Loss: 1.7581... Generator Loss: 0.3614 Epoch 4/25...progress:3.17%....step:120/3780... Discriminator Loss: 2.3036... Generator Loss: 0.1700 Epoch 4/25...progress:3.44%....step:130/3780... Discriminator Loss: 1.5838... Generator Loss: 0.3879 Epoch 4/25...progress:3.70%....step:140/3780... Discriminator Loss: 1.5589... Generator Loss: 0.3826 Epoch 4/25...progress:3.97%....step:150/3780... Discriminator Loss: 0.9618... Generator Loss: 1.3161 Epoch 4/25...progress:4.23%....step:160/3780... Discriminator Loss: 1.3371... Generator Loss: 0.5705 Epoch 4/25...progress:4.50%....step:170/3780... Discriminator Loss: 1.8678... Generator Loss: 0.3013 Epoch 4/25...progress:4.76%....step:180/3780... Discriminator Loss: 1.2115... Generator Loss: 0.6818 Epoch 4/25...progress:5.03%....step:190/3780... Discriminator Loss: 1.0706... Generator Loss: 0.9515 Epoch 4/25...progress:5.29%....step:200/3780... Discriminator Loss: 1.2754... Generator Loss: 0.7025
Epoch 4/25...progress:5.56%....step:210/3780... Discriminator Loss: 1.4854... Generator Loss: 0.5475 Epoch 4/25...progress:5.82%....step:220/3780... Discriminator Loss: 1.5637... Generator Loss: 0.4254 Epoch 4/25...progress:6.08%....step:230/3780... Discriminator Loss: 1.3986... Generator Loss: 0.6441 Epoch 4/25...progress:6.35%....step:240/3780... Discriminator Loss: 1.9554... Generator Loss: 1.2038 Epoch 4/25...progress:6.61%....step:250/3780... Discriminator Loss: 1.4895... Generator Loss: 0.4489 Epoch 4/25...progress:6.88%....step:260/3780... Discriminator Loss: 0.9854... Generator Loss: 1.1409 Epoch 4/25...progress:7.14%....step:270/3780... Discriminator Loss: 2.1466... Generator Loss: 0.1957 Epoch 4/25...progress:7.41%....step:280/3780... Discriminator Loss: 1.4569... Generator Loss: 0.4938 Epoch 4/25...progress:7.67%....step:290/3780... Discriminator Loss: 1.2235... Generator Loss: 0.7350 Epoch 4/25...progress:7.94%....step:300/3780... Discriminator Loss: 1.6267... Generator Loss: 0.4533 Epoch 4/25...progress:8.20%....step:310/3780... Discriminator Loss: 1.9145... Generator Loss: 0.2760 Epoch 4/25...progress:8.47%....step:320/3780... Discriminator Loss: 1.8183... Generator Loss: 0.2900 Epoch 4/25...progress:8.73%....step:330/3780... Discriminator Loss: 1.2888... Generator Loss: 0.6565 Epoch 4/25...progress:8.99%....step:340/3780... Discriminator Loss: 2.7197... Generator Loss: 0.1203 Epoch 4/25...progress:9.26%....step:350/3780... Discriminator Loss: 1.2325... Generator Loss: 0.8190 Epoch 4/25...progress:9.52%....step:360/3780... Discriminator Loss: 1.7912... Generator Loss: 0.3067 Epoch 4/25...progress:9.79%....step:370/3780... Discriminator Loss: 1.7487... Generator Loss: 0.3263 Epoch 4/25...progress:10.05%....step:380/3780... Discriminator Loss: 1.0406... Generator Loss: 0.8563 Epoch 4/25...progress:10.32%....step:390/3780... Discriminator Loss: 1.3717... Generator Loss: 0.6208 Epoch 4/25...progress:10.58%....step:400/3780... Discriminator Loss: 1.6329... Generator Loss: 0.4443
Epoch 4/25...progress:10.85%....step:410/3780... Discriminator Loss: 1.7834... Generator Loss: 1.0813 Epoch 4/25...progress:11.11%....step:420/3780... Discriminator Loss: 1.2623... Generator Loss: 0.5870 Epoch 4/25...progress:11.38%....step:430/3780... Discriminator Loss: 1.4122... Generator Loss: 0.5581 Epoch 4/25...progress:11.64%....step:440/3780... Discriminator Loss: 1.1172... Generator Loss: 1.1380 Epoch 4/25...progress:11.90%....step:450/3780... Discriminator Loss: 1.7701... Generator Loss: 0.3005 Epoch 4/25...progress:12.17%....step:460/3780... Discriminator Loss: 2.7611... Generator Loss: 0.1456 Epoch 4/25...progress:12.43%....step:470/3780... Discriminator Loss: 1.7004... Generator Loss: 0.3458 Epoch 4/25...progress:12.70%....step:480/3780... Discriminator Loss: 1.2579... Generator Loss: 0.7861 Epoch 4/25...progress:12.96%....step:490/3780... Discriminator Loss: 1.3353... Generator Loss: 0.5539 Epoch 4/25...progress:13.23%....step:500/3780... Discriminator Loss: 1.4329... Generator Loss: 0.5464 Epoch 4/25...progress:13.49%....step:510/3780... Discriminator Loss: 1.3516... Generator Loss: 0.5479 Epoch 4/25...progress:13.76%....step:520/3780... Discriminator Loss: 1.1359... Generator Loss: 0.9302 Epoch 4/25...progress:14.02%....step:530/3780... Discriminator Loss: 1.7703... Generator Loss: 0.3114 Epoch 4/25...progress:14.29%....step:540/3780... Discriminator Loss: 2.7239... Generator Loss: 0.1110 Epoch 4/25...progress:14.55%....step:550/3780... Discriminator Loss: 1.8008... Generator Loss: 0.3171 Epoch 4/25...progress:14.81%....step:560/3780... Discriminator Loss: 1.5902... Generator Loss: 0.3926 Epoch 4/25...progress:15.08%....step:570/3780... Discriminator Loss: 1.6357... Generator Loss: 0.4172 Epoch 4/25...progress:15.34%....step:580/3780... Discriminator Loss: 1.8499... Generator Loss: 0.2885 Epoch 4/25...progress:15.61%....step:590/3780... Discriminator Loss: 1.3317... Generator Loss: 0.6270 Epoch 4/25...progress:15.87%....step:600/3780... Discriminator Loss: 1.2072... Generator Loss: 1.1429
Epoch 4/25...progress:16.14%....step:610/3780... Discriminator Loss: 1.6569... Generator Loss: 0.3524 Epoch 4/25...progress:16.40%....step:620/3780... Discriminator Loss: 1.9620... Generator Loss: 0.2554 Epoch 4/25...progress:16.67%....step:630/3780... Discriminator Loss: 1.3165... Generator Loss: 0.5490 Epoch 4/25...progress:16.93%....step:640/3780... Discriminator Loss: 1.6674... Generator Loss: 0.3661 Epoch 4/25...progress:17.20%....step:650/3780... Discriminator Loss: 2.0558... Generator Loss: 0.2313 Epoch 4/25...progress:17.46%....step:660/3780... Discriminator Loss: 1.6993... Generator Loss: 0.3367 Epoch 4/25...progress:17.72%....step:670/3780... Discriminator Loss: 1.7462... Generator Loss: 0.6394 Epoch 4/25...progress:17.99%....step:680/3780... Discriminator Loss: 1.6094... Generator Loss: 0.4483 Epoch 4/25...progress:18.25%....step:690/3780... Discriminator Loss: 1.8666... Generator Loss: 0.3020 Epoch 4/25...progress:18.52%....step:700/3780... Discriminator Loss: 0.9827... Generator Loss: 0.8634 Epoch 4/25...progress:18.78%....step:710/3780... Discriminator Loss: 1.5966... Generator Loss: 0.4596 Epoch 4/25...progress:19.05%....step:720/3780... Discriminator Loss: 1.4298... Generator Loss: 0.7613 Epoch 4/25...progress:19.31%....step:730/3780... Discriminator Loss: 1.7732... Generator Loss: 0.3422 Epoch 4/25...progress:19.58%....step:740/3780... Discriminator Loss: 1.8300... Generator Loss: 0.2913 Epoch 4/25...progress:19.84%....step:750/3780... Discriminator Loss: 2.3126... Generator Loss: 0.1823 Epoch 4/25...progress:20.11%....step:760/3780... Discriminator Loss: 1.9494... Generator Loss: 0.3268 Epoch 4/25...progress:20.37%....step:770/3780... Discriminator Loss: 1.7001... Generator Loss: 0.3421 Epoch 4/25...progress:20.63%....step:780/3780... Discriminator Loss: 1.5801... Generator Loss: 0.4532 Epoch 4/25...progress:20.90%....step:790/3780... Discriminator Loss: 1.5815... Generator Loss: 0.4222 Epoch 4/25...progress:21.16%....step:800/3780... Discriminator Loss: 1.5440... Generator Loss: 0.4344
Epoch 4/25...progress:21.43%....step:810/3780... Discriminator Loss: 1.7152... Generator Loss: 0.3881 Epoch 4/25...progress:21.69%....step:820/3780... Discriminator Loss: 1.6433... Generator Loss: 0.3645 Epoch 4/25...progress:21.96%....step:830/3780... Discriminator Loss: 1.0399... Generator Loss: 0.8867 Epoch 4/25...progress:22.22%....step:840/3780... Discriminator Loss: 1.7002... Generator Loss: 0.4089 Epoch 4/25...progress:22.49%....step:850/3780... Discriminator Loss: 1.4973... Generator Loss: 0.4225 Epoch 4/25...progress:22.75%....step:860/3780... Discriminator Loss: 2.0584... Generator Loss: 0.2378 Epoch 4/25...progress:23.02%....step:870/3780... Discriminator Loss: 1.5900... Generator Loss: 0.3874 Epoch 4/25...progress:23.28%....step:880/3780... Discriminator Loss: 1.4470... Generator Loss: 0.6190 Epoch 4/25...progress:23.54%....step:890/3780... Discriminator Loss: 1.8794... Generator Loss: 0.2774 Epoch 4/25...progress:23.81%....step:900/3780... Discriminator Loss: 1.1765... Generator Loss: 1.0643 Epoch 4/25...progress:24.07%....step:910/3780... Discriminator Loss: 1.2400... Generator Loss: 0.7485 Epoch 4/25...progress:24.34%....step:920/3780... Discriminator Loss: 0.9714... Generator Loss: 0.8878 Epoch 4/25...progress:24.60%....step:930/3780... Discriminator Loss: 1.7107... Generator Loss: 0.3688 Epoch 4/25...progress:24.87%....step:940/3780... Discriminator Loss: 1.4572... Generator Loss: 0.4544 Epoch 4/25...progress:25.13%....step:950/3780... Discriminator Loss: 2.1380... Generator Loss: 0.2176 Epoch 4/25...progress:25.40%....step:960/3780... Discriminator Loss: 1.2801... Generator Loss: 0.5591 Epoch 4/25...progress:25.66%....step:970/3780... Discriminator Loss: 1.8405... Generator Loss: 0.3095 Epoch 4/25...progress:25.93%....step:980/3780... Discriminator Loss: 2.6089... Generator Loss: 0.1274 Epoch 4/25...progress:26.19%....step:990/3780... Discriminator Loss: 1.5121... Generator Loss: 0.5164 Epoch 4/25...progress:26.46%....step:1000/3780... Discriminator Loss: 1.4360... Generator Loss: 0.5437
Epoch 4/25...progress:26.72%....step:1010/3780... Discriminator Loss: 1.9481... Generator Loss: 0.2543 Epoch 4/25...progress:26.98%....step:1020/3780... Discriminator Loss: 1.5194... Generator Loss: 0.4526 Epoch 4/25...progress:27.25%....step:1030/3780... Discriminator Loss: 1.7056... Generator Loss: 0.3485 Epoch 4/25...progress:27.51%....step:1040/3780... Discriminator Loss: 1.4558... Generator Loss: 0.6561 Epoch 4/25...progress:27.78%....step:1050/3780... Discriminator Loss: 2.1351... Generator Loss: 0.2050 Epoch 4/25...progress:28.04%....step:1060/3780... Discriminator Loss: 1.1787... Generator Loss: 0.6424 Epoch 4/25...progress:28.31%....step:1070/3780... Discriminator Loss: 1.3327... Generator Loss: 0.5734 Epoch 4/25...progress:28.57%....step:1080/3780... Discriminator Loss: 1.1100... Generator Loss: 0.6881 Epoch 4/25...progress:28.84%....step:1090/3780... Discriminator Loss: 1.7616... Generator Loss: 0.3351 Epoch 4/25...progress:29.10%....step:1100/3780... Discriminator Loss: 1.6825... Generator Loss: 0.4111 Epoch 4/25...progress:29.37%....step:1110/3780... Discriminator Loss: 1.4440... Generator Loss: 0.5551 Epoch 4/25...progress:29.63%....step:1120/3780... Discriminator Loss: 2.2030... Generator Loss: 0.1797 Epoch 4/25...progress:29.89%....step:1130/3780... Discriminator Loss: 2.6365... Generator Loss: 0.1265 Epoch 4/25...progress:30.16%....step:1140/3780... Discriminator Loss: 1.8944... Generator Loss: 0.3085 Epoch 4/25...progress:30.42%....step:1150/3780... Discriminator Loss: 1.1236... Generator Loss: 0.7601 Epoch 4/25...progress:30.69%....step:1160/3780... Discriminator Loss: 1.7827... Generator Loss: 0.3190 Epoch 4/25...progress:30.95%....step:1170/3780... Discriminator Loss: 2.1736... Generator Loss: 0.2034 Epoch 4/25...progress:31.22%....step:1180/3780... Discriminator Loss: 2.3219... Generator Loss: 0.1700 Epoch 4/25...progress:31.48%....step:1190/3780... Discriminator Loss: 1.4030... Generator Loss: 0.4902 Epoch 4/25...progress:31.75%....step:1200/3780... Discriminator Loss: 2.0558... Generator Loss: 0.2368
Epoch 4/25...progress:32.01%....step:1210/3780... Discriminator Loss: 1.2974... Generator Loss: 0.7740 Epoch 4/25...progress:32.28%....step:1220/3780... Discriminator Loss: 1.2044... Generator Loss: 0.6220 Epoch 4/25...progress:32.54%....step:1230/3780... Discriminator Loss: 1.6941... Generator Loss: 0.4002 Epoch 4/25...progress:32.80%....step:1240/3780... Discriminator Loss: 2.3698... Generator Loss: 0.1660 Epoch 4/25...progress:33.07%....step:1250/3780... Discriminator Loss: 1.5604... Generator Loss: 0.3974 Epoch 4/25...progress:33.33%....step:1260/3780... Discriminator Loss: 1.0945... Generator Loss: 1.2020 Epoch 4/25...progress:33.60%....step:1270/3780... Discriminator Loss: 1.6044... Generator Loss: 0.3755 Epoch 4/25...progress:33.86%....step:1280/3780... Discriminator Loss: 1.4367... Generator Loss: 0.4973 Epoch 4/25...progress:34.13%....step:1290/3780... Discriminator Loss: 1.3942... Generator Loss: 0.6683 Epoch 4/25...progress:34.39%....step:1300/3780... Discriminator Loss: 2.0331... Generator Loss: 0.2295 Epoch 4/25...progress:34.66%....step:1310/3780... Discriminator Loss: 1.7220... Generator Loss: 0.3636 Epoch 4/25...progress:34.92%....step:1320/3780... Discriminator Loss: 1.9949... Generator Loss: 0.2711 Epoch 4/25...progress:35.19%....step:1330/3780... Discriminator Loss: 2.3713... Generator Loss: 0.1646 Epoch 4/25...progress:35.45%....step:1340/3780... Discriminator Loss: 1.5517... Generator Loss: 1.2536 Epoch 4/25...progress:35.71%....step:1350/3780... Discriminator Loss: 1.6677... Generator Loss: 0.3794 Epoch 4/25...progress:35.98%....step:1360/3780... Discriminator Loss: 1.5784... Generator Loss: 0.4042 Epoch 4/25...progress:36.24%....step:1370/3780... Discriminator Loss: 1.2701... Generator Loss: 0.6394 Epoch 4/25...progress:36.51%....step:1380/3780... Discriminator Loss: 1.3558... Generator Loss: 0.6142 Epoch 4/25...progress:36.77%....step:1390/3780... Discriminator Loss: 1.4550... Generator Loss: 0.8533 Epoch 4/25...progress:37.04%....step:1400/3780... Discriminator Loss: 1.7123... Generator Loss: 0.3778
Epoch 4/25...progress:37.30%....step:1410/3780... Discriminator Loss: 1.3223... Generator Loss: 0.5747 Epoch 4/25...progress:37.57%....step:1420/3780... Discriminator Loss: 1.0322... Generator Loss: 1.0170 Epoch 4/25...progress:37.83%....step:1430/3780... Discriminator Loss: 1.1424... Generator Loss: 0.7924 Epoch 4/25...progress:38.10%....step:1440/3780... Discriminator Loss: 1.6755... Generator Loss: 1.0986 Epoch 4/25...progress:38.36%....step:1450/3780... Discriminator Loss: 1.2520... Generator Loss: 0.5982 Epoch 4/25...progress:38.62%....step:1460/3780... Discriminator Loss: 2.7987... Generator Loss: 0.1149 Epoch 4/25...progress:38.89%....step:1470/3780... Discriminator Loss: 1.5067... Generator Loss: 0.4775 Epoch 4/25...progress:39.15%....step:1480/3780... Discriminator Loss: 1.9367... Generator Loss: 0.2546 Epoch 4/25...progress:39.42%....step:1490/3780... Discriminator Loss: 1.4962... Generator Loss: 0.5430 Epoch 4/25...progress:39.68%....step:1500/3780... Discriminator Loss: 2.0359... Generator Loss: 0.2214 Epoch 4/25...progress:39.95%....step:1510/3780... Discriminator Loss: 1.3150... Generator Loss: 0.8025 Epoch 4/25...progress:40.21%....step:1520/3780... Discriminator Loss: 1.8341... Generator Loss: 0.3043 Epoch 4/25...progress:40.48%....step:1530/3780... Discriminator Loss: 1.0197... Generator Loss: 0.9011 Epoch 4/25...progress:40.74%....step:1540/3780... Discriminator Loss: 1.2140... Generator Loss: 0.8182 Epoch 4/25...progress:41.01%....step:1550/3780... Discriminator Loss: 1.8059... Generator Loss: 0.3301 Epoch 4/25...progress:41.27%....step:1560/3780... Discriminator Loss: 1.8170... Generator Loss: 0.3034 Epoch 4/25...progress:41.53%....step:1570/3780... Discriminator Loss: 1.3180... Generator Loss: 0.5779 Epoch 4/25...progress:41.80%....step:1580/3780... Discriminator Loss: 1.6587... Generator Loss: 0.3685 Epoch 4/25...progress:42.06%....step:1590/3780... Discriminator Loss: 1.5171... Generator Loss: 0.6727 Epoch 4/25...progress:42.33%....step:1600/3780... Discriminator Loss: 1.3558... Generator Loss: 1.5736
Epoch 4/25...progress:42.59%....step:1610/3780... Discriminator Loss: 1.6245... Generator Loss: 0.5103 Epoch 4/25...progress:42.86%....step:1620/3780... Discriminator Loss: 1.1439... Generator Loss: 0.8545 Epoch 4/25...progress:43.12%....step:1630/3780... Discriminator Loss: 1.0359... Generator Loss: 1.0017 Epoch 4/25...progress:43.39%....step:1640/3780... Discriminator Loss: 1.6090... Generator Loss: 0.4387 Epoch 4/25...progress:43.65%....step:1650/3780... Discriminator Loss: 2.4082... Generator Loss: 0.1638 Epoch 4/25...progress:43.92%....step:1660/3780... Discriminator Loss: 1.6912... Generator Loss: 0.4376 Epoch 4/25...progress:44.18%....step:1670/3780... Discriminator Loss: 1.0324... Generator Loss: 0.8110 Epoch 4/25...progress:44.44%....step:1680/3780... Discriminator Loss: 1.2028... Generator Loss: 0.8158 Epoch 4/25...progress:44.71%....step:1690/3780... Discriminator Loss: 1.3181... Generator Loss: 0.6319 Epoch 4/25...progress:44.97%....step:1700/3780... Discriminator Loss: 1.3175... Generator Loss: 0.5243 Epoch 4/25...progress:45.24%....step:1710/3780... Discriminator Loss: 2.3112... Generator Loss: 0.1803 Epoch 4/25...progress:45.50%....step:1720/3780... Discriminator Loss: 1.1169... Generator Loss: 0.7033 Epoch 4/25...progress:45.77%....step:1730/3780... Discriminator Loss: 1.9211... Generator Loss: 0.2683 Epoch 4/25...progress:46.03%....step:1740/3780... Discriminator Loss: 1.2433... Generator Loss: 0.6243 Epoch 4/25...progress:46.30%....step:1750/3780... Discriminator Loss: 2.1655... Generator Loss: 0.2033 Epoch 4/25...progress:46.56%....step:1760/3780... Discriminator Loss: 1.2489... Generator Loss: 0.6690 Epoch 4/25...progress:46.83%....step:1770/3780... Discriminator Loss: 1.1244... Generator Loss: 1.2243 Epoch 4/25...progress:47.09%....step:1780/3780... Discriminator Loss: 3.2825... Generator Loss: 0.0613 Epoch 4/25...progress:47.35%....step:1790/3780... Discriminator Loss: 1.0958... Generator Loss: 0.9593 Epoch 4/25...progress:47.62%....step:1800/3780... Discriminator Loss: 1.3064... Generator Loss: 0.6565
Epoch 4/25...progress:47.88%....step:1810/3780... Discriminator Loss: 1.5553... Generator Loss: 0.4396 Epoch 4/25...progress:48.15%....step:1820/3780... Discriminator Loss: 1.6626... Generator Loss: 0.3472 Epoch 4/25...progress:48.41%....step:1830/3780... Discriminator Loss: 1.1789... Generator Loss: 0.6897 Epoch 4/25...progress:48.68%....step:1840/3780... Discriminator Loss: 1.4542... Generator Loss: 0.4641 Epoch 4/25...progress:48.94%....step:1850/3780... Discriminator Loss: 1.2088... Generator Loss: 0.7706 Epoch 4/25...progress:49.21%....step:1860/3780... Discriminator Loss: 1.8548... Generator Loss: 0.2733 Epoch 4/25...progress:49.47%....step:1870/3780... Discriminator Loss: 2.2326... Generator Loss: 0.2063 Epoch 4/25...progress:49.74%....step:1880/3780... Discriminator Loss: 2.0875... Generator Loss: 0.2884 Epoch 4/25...progress:50.00%....step:1890/3780... Discriminator Loss: 2.1742... Generator Loss: 0.1987 Epoch 4/25...progress:50.26%....step:1900/3780... Discriminator Loss: 1.4502... Generator Loss: 0.4621 Epoch 4/25...progress:50.53%....step:1910/3780... Discriminator Loss: 1.2082... Generator Loss: 0.7654 Epoch 4/25...progress:50.79%....step:1920/3780... Discriminator Loss: 2.1325... Generator Loss: 0.2240 Epoch 4/25...progress:51.06%....step:1930/3780... Discriminator Loss: 1.8062... Generator Loss: 0.3213 Epoch 4/25...progress:51.32%....step:1940/3780... Discriminator Loss: 1.7722... Generator Loss: 0.3484 Epoch 4/25...progress:51.59%....step:1950/3780... Discriminator Loss: 1.6608... Generator Loss: 0.4305 Epoch 4/25...progress:51.85%....step:1960/3780... Discriminator Loss: 1.8395... Generator Loss: 0.2838 Epoch 4/25...progress:52.12%....step:1970/3780... Discriminator Loss: 1.2782... Generator Loss: 0.6287 Epoch 4/25...progress:52.38%....step:1980/3780... Discriminator Loss: 1.9665... Generator Loss: 0.2481 Epoch 4/25...progress:52.65%....step:1990/3780... Discriminator Loss: 1.8975... Generator Loss: 0.2767 Epoch 4/25...progress:52.91%....step:2000/3780... Discriminator Loss: 2.0748... Generator Loss: 0.2299
Epoch 4/25...progress:53.17%....step:2010/3780... Discriminator Loss: 1.2075... Generator Loss: 0.7256 Epoch 4/25...progress:53.44%....step:2020/3780... Discriminator Loss: 1.5890... Generator Loss: 0.4581 Epoch 4/25...progress:53.70%....step:2030/3780... Discriminator Loss: 1.3360... Generator Loss: 1.6682 Epoch 4/25...progress:53.97%....step:2040/3780... Discriminator Loss: 1.3629... Generator Loss: 0.5611 Epoch 4/25...progress:54.23%....step:2050/3780... Discriminator Loss: 1.6043... Generator Loss: 0.4120 Epoch 4/25...progress:54.50%....step:2060/3780... Discriminator Loss: 1.0959... Generator Loss: 1.3453 Epoch 4/25...progress:54.76%....step:2070/3780... Discriminator Loss: 1.6379... Generator Loss: 0.4342 Epoch 4/25...progress:55.03%....step:2080/3780... Discriminator Loss: 1.5867... Generator Loss: 0.4724 Epoch 4/25...progress:55.29%....step:2090/3780... Discriminator Loss: 1.4611... Generator Loss: 1.1903 Epoch 4/25...progress:55.56%....step:2100/3780... Discriminator Loss: 1.9123... Generator Loss: 0.2840 Epoch 4/25...progress:55.82%....step:2110/3780... Discriminator Loss: 1.5819... Generator Loss: 0.5422 Epoch 4/25...progress:56.08%....step:2120/3780... Discriminator Loss: 1.2574... Generator Loss: 1.0906 Epoch 4/25...progress:56.35%....step:2130/3780... Discriminator Loss: 1.8671... Generator Loss: 0.2850 Epoch 4/25...progress:56.61%....step:2140/3780... Discriminator Loss: 1.3049... Generator Loss: 0.6119 Epoch 4/25...progress:56.88%....step:2150/3780... Discriminator Loss: 1.2365... Generator Loss: 1.0249 Epoch 4/25...progress:57.14%....step:2160/3780... Discriminator Loss: 1.3684... Generator Loss: 0.5533 Epoch 4/25...progress:57.41%....step:2170/3780... Discriminator Loss: 0.9920... Generator Loss: 1.0835 Epoch 4/25...progress:57.67%....step:2180/3780... Discriminator Loss: 1.3763... Generator Loss: 1.3439 Epoch 4/25...progress:57.94%....step:2190/3780... Discriminator Loss: 1.2132... Generator Loss: 1.1641 Epoch 4/25...progress:58.20%....step:2200/3780... Discriminator Loss: 1.2807... Generator Loss: 0.7007
Epoch 4/25...progress:58.47%....step:2210/3780... Discriminator Loss: 2.2760... Generator Loss: 0.1898 Epoch 4/25...progress:58.73%....step:2220/3780... Discriminator Loss: 1.1697... Generator Loss: 0.7794 Epoch 4/25...progress:58.99%....step:2230/3780... Discriminator Loss: 1.3533... Generator Loss: 1.6403 Epoch 4/25...progress:59.26%....step:2240/3780... Discriminator Loss: 1.4823... Generator Loss: 0.5614 Epoch 4/25...progress:59.52%....step:2250/3780... Discriminator Loss: 1.1455... Generator Loss: 1.0688 Epoch 4/25...progress:59.79%....step:2260/3780... Discriminator Loss: 1.8476... Generator Loss: 1.0240 Epoch 4/25...progress:60.05%....step:2270/3780... Discriminator Loss: 1.4494... Generator Loss: 0.5010 Epoch 4/25...progress:60.32%....step:2280/3780... Discriminator Loss: 1.5759... Generator Loss: 0.4241 Epoch 4/25...progress:60.58%....step:2290/3780... Discriminator Loss: 1.1704... Generator Loss: 0.7150 Epoch 4/25...progress:60.85%....step:2300/3780... Discriminator Loss: 1.2673... Generator Loss: 0.6199 Epoch 4/25...progress:61.11%....step:2310/3780... Discriminator Loss: 2.6528... Generator Loss: 0.1365 Epoch 4/25...progress:61.38%....step:2320/3780... Discriminator Loss: 1.2151... Generator Loss: 0.6781 Epoch 4/25...progress:61.64%....step:2330/3780... Discriminator Loss: 1.2662... Generator Loss: 0.6938 Epoch 4/25...progress:61.90%....step:2340/3780... Discriminator Loss: 2.0564... Generator Loss: 0.2368 Epoch 4/25...progress:62.17%....step:2350/3780... Discriminator Loss: 1.1751... Generator Loss: 0.9216 Epoch 4/25...progress:62.43%....step:2360/3780... Discriminator Loss: 1.7659... Generator Loss: 0.3382 Epoch 4/25...progress:62.70%....step:2370/3780... Discriminator Loss: 1.7938... Generator Loss: 0.3155 Epoch 4/25...progress:62.96%....step:2380/3780... Discriminator Loss: 1.5622... Generator Loss: 0.4153 Epoch 4/25...progress:63.23%....step:2390/3780... Discriminator Loss: 1.6915... Generator Loss: 0.3469 Epoch 4/25...progress:63.49%....step:2400/3780... Discriminator Loss: 1.5375... Generator Loss: 0.3959
Epoch 4/25...progress:63.76%....step:2410/3780... Discriminator Loss: 1.2483... Generator Loss: 0.6360 Epoch 4/25...progress:64.02%....step:2420/3780... Discriminator Loss: 1.0514... Generator Loss: 1.0247 Epoch 4/25...progress:64.29%....step:2430/3780... Discriminator Loss: 1.4472... Generator Loss: 0.7212 Epoch 4/25...progress:64.55%....step:2440/3780... Discriminator Loss: 1.7941... Generator Loss: 2.1775 Epoch 4/25...progress:64.81%....step:2450/3780... Discriminator Loss: 1.5138... Generator Loss: 0.4485 Epoch 4/25...progress:65.08%....step:2460/3780... Discriminator Loss: 1.4978... Generator Loss: 0.4594 Epoch 4/25...progress:65.34%....step:2470/3780... Discriminator Loss: 1.6398... Generator Loss: 0.3783 Epoch 4/25...progress:65.61%....step:2480/3780... Discriminator Loss: 1.3295... Generator Loss: 0.5100 Epoch 4/25...progress:65.87%....step:2490/3780... Discriminator Loss: 1.1948... Generator Loss: 1.3373 Epoch 4/25...progress:66.14%....step:2500/3780... Discriminator Loss: 1.4412... Generator Loss: 0.5877 Epoch 4/25...progress:66.40%....step:2510/3780... Discriminator Loss: 1.9890... Generator Loss: 0.2490 Epoch 4/25...progress:66.67%....step:2520/3780... Discriminator Loss: 1.7367... Generator Loss: 0.3240 Epoch 4/25...progress:66.93%....step:2530/3780... Discriminator Loss: 1.7108... Generator Loss: 0.3493 Epoch 4/25...progress:67.20%....step:2540/3780... Discriminator Loss: 1.3675... Generator Loss: 0.9075 Epoch 4/25...progress:67.46%....step:2550/3780... Discriminator Loss: 1.5271... Generator Loss: 0.5482 Epoch 4/25...progress:67.72%....step:2560/3780... Discriminator Loss: 1.0546... Generator Loss: 1.1160 Epoch 4/25...progress:67.99%....step:2570/3780... Discriminator Loss: 1.6714... Generator Loss: 0.3565 Epoch 4/25...progress:68.25%....step:2580/3780... Discriminator Loss: 1.9989... Generator Loss: 0.2408 Epoch 4/25...progress:68.52%....step:2590/3780... Discriminator Loss: 1.4496... Generator Loss: 0.4832 Epoch 4/25...progress:68.78%....step:2600/3780... Discriminator Loss: 1.6575... Generator Loss: 0.3858
Epoch 4/25...progress:69.05%....step:2610/3780... Discriminator Loss: 1.8422... Generator Loss: 0.2988 Epoch 4/25...progress:69.31%....step:2620/3780... Discriminator Loss: 2.1037... Generator Loss: 0.2204 Epoch 4/25...progress:69.58%....step:2630/3780... Discriminator Loss: 1.9373... Generator Loss: 0.2667 Epoch 4/25...progress:69.84%....step:2640/3780... Discriminator Loss: 1.3351... Generator Loss: 0.8227 Epoch 4/25...progress:70.11%....step:2650/3780... Discriminator Loss: 2.1457... Generator Loss: 0.2170 Epoch 4/25...progress:70.37%....step:2660/3780... Discriminator Loss: 1.8750... Generator Loss: 0.2922 Epoch 4/25...progress:70.63%....step:2670/3780... Discriminator Loss: 1.3778... Generator Loss: 0.5501 Epoch 4/25...progress:70.90%....step:2680/3780... Discriminator Loss: 1.8111... Generator Loss: 0.2942 Epoch 4/25...progress:71.16%....step:2690/3780... Discriminator Loss: 1.1375... Generator Loss: 0.9366 Epoch 4/25...progress:71.43%....step:2700/3780... Discriminator Loss: 1.9193... Generator Loss: 0.3229 Epoch 4/25...progress:71.69%....step:2710/3780... Discriminator Loss: 2.0193... Generator Loss: 0.2393 Epoch 4/25...progress:71.96%....step:2720/3780... Discriminator Loss: 1.7197... Generator Loss: 0.3663 Epoch 4/25...progress:72.22%....step:2730/3780... Discriminator Loss: 1.2323... Generator Loss: 0.6424 Epoch 4/25...progress:72.49%....step:2740/3780... Discriminator Loss: 2.1264... Generator Loss: 0.2113 Epoch 4/25...progress:72.75%....step:2750/3780... Discriminator Loss: 1.7520... Generator Loss: 0.3173 Epoch 4/25...progress:73.02%....step:2760/3780... Discriminator Loss: 1.6625... Generator Loss: 0.3953 Epoch 4/25...progress:73.28%....step:2770/3780... Discriminator Loss: 1.0951... Generator Loss: 0.8944 Epoch 4/25...progress:73.54%....step:2780/3780... Discriminator Loss: 1.0985... Generator Loss: 1.1362 Epoch 4/25...progress:73.81%....step:2790/3780... Discriminator Loss: 1.3328... Generator Loss: 0.5825 Epoch 4/25...progress:74.07%....step:2800/3780... Discriminator Loss: 1.7320... Generator Loss: 0.3443
Epoch 4/25...progress:74.34%....step:2810/3780... Discriminator Loss: 1.9352... Generator Loss: 0.2600 Epoch 4/25...progress:74.60%....step:2820/3780... Discriminator Loss: 1.7642... Generator Loss: 0.3796 Epoch 4/25...progress:74.87%....step:2830/3780... Discriminator Loss: 1.2670... Generator Loss: 0.5790 Epoch 4/25...progress:75.13%....step:2840/3780... Discriminator Loss: 1.1852... Generator Loss: 0.8364 Epoch 4/25...progress:75.40%....step:2850/3780... Discriminator Loss: 2.2447... Generator Loss: 0.1841 Epoch 4/25...progress:75.66%....step:2860/3780... Discriminator Loss: 1.3171... Generator Loss: 0.5965 Epoch 4/25...progress:75.93%....step:2870/3780... Discriminator Loss: 1.7940... Generator Loss: 0.3251 Epoch 4/25...progress:76.19%....step:2880/3780... Discriminator Loss: 1.5822... Generator Loss: 0.4464 Epoch 4/25...progress:76.46%....step:2890/3780... Discriminator Loss: 1.6904... Generator Loss: 0.6435 Epoch 4/25...progress:76.72%....step:2900/3780... Discriminator Loss: 1.7288... Generator Loss: 0.3685 Epoch 4/25...progress:76.98%....step:2910/3780... Discriminator Loss: 1.4483... Generator Loss: 0.5849 Epoch 4/25...progress:77.25%....step:2920/3780... Discriminator Loss: 1.5802... Generator Loss: 0.8613 Epoch 4/25...progress:77.51%....step:2930/3780... Discriminator Loss: 1.4417... Generator Loss: 0.5419 Epoch 4/25...progress:77.78%....step:2940/3780... Discriminator Loss: 1.3619... Generator Loss: 0.5569 Epoch 4/25...progress:78.04%....step:2950/3780... Discriminator Loss: 1.7013... Generator Loss: 0.3453 Epoch 4/25...progress:78.31%....step:2960/3780... Discriminator Loss: 1.8475... Generator Loss: 0.3162 Epoch 4/25...progress:78.57%....step:2970/3780... Discriminator Loss: 1.7138... Generator Loss: 0.3128 Epoch 4/25...progress:78.84%....step:2980/3780... Discriminator Loss: 1.8061... Generator Loss: 0.3569 Epoch 4/25...progress:79.10%....step:2990/3780... Discriminator Loss: 1.8205... Generator Loss: 0.3131 Epoch 4/25...progress:79.37%....step:3000/3780... Discriminator Loss: 1.6387... Generator Loss: 0.3793
Epoch 4/25...progress:79.63%....step:3010/3780... Discriminator Loss: 0.9585... Generator Loss: 0.9007 Epoch 4/25...progress:79.89%....step:3020/3780... Discriminator Loss: 1.0774... Generator Loss: 0.7933 Epoch 4/25...progress:80.16%....step:3030/3780... Discriminator Loss: 1.9713... Generator Loss: 0.2670 Epoch 4/25...progress:80.42%....step:3040/3780... Discriminator Loss: 1.6978... Generator Loss: 0.3392 Epoch 4/25...progress:80.69%....step:3050/3780... Discriminator Loss: 1.6640... Generator Loss: 0.3817 Epoch 4/25...progress:80.95%....step:3060/3780... Discriminator Loss: 1.7881... Generator Loss: 0.3083 Epoch 4/25...progress:81.22%....step:3070/3780... Discriminator Loss: 1.3406... Generator Loss: 0.6632 Epoch 4/25...progress:81.48%....step:3080/3780... Discriminator Loss: 1.7345... Generator Loss: 0.3220 Epoch 4/25...progress:81.75%....step:3090/3780... Discriminator Loss: 2.1524... Generator Loss: 0.2359 Epoch 4/25...progress:82.01%....step:3100/3780... Discriminator Loss: 1.5627... Generator Loss: 0.5098 Epoch 4/25...progress:82.28%....step:3110/3780... Discriminator Loss: 1.2413... Generator Loss: 0.7269 Epoch 4/25...progress:82.54%....step:3120/3780... Discriminator Loss: 1.6432... Generator Loss: 0.4004 Epoch 4/25...progress:82.80%....step:3130/3780... Discriminator Loss: 1.4546... Generator Loss: 0.4860 Epoch 4/25...progress:83.07%....step:3140/3780... Discriminator Loss: 2.2804... Generator Loss: 0.1938 Epoch 4/25...progress:83.33%....step:3150/3780... Discriminator Loss: 1.0491... Generator Loss: 0.9794 Epoch 4/25...progress:83.60%....step:3160/3780... Discriminator Loss: 1.7394... Generator Loss: 0.3335 Epoch 4/25...progress:83.86%....step:3170/3780... Discriminator Loss: 1.5774... Generator Loss: 0.3950 Epoch 4/25...progress:84.13%....step:3180/3780... Discriminator Loss: 1.8715... Generator Loss: 0.2784 Epoch 4/25...progress:84.39%....step:3190/3780... Discriminator Loss: 1.0403... Generator Loss: 0.9976 Epoch 4/25...progress:84.66%....step:3200/3780... Discriminator Loss: 0.9736... Generator Loss: 2.1368
Epoch 4/25...progress:84.92%....step:3210/3780... Discriminator Loss: 1.5208... Generator Loss: 0.4287 Epoch 4/25...progress:85.19%....step:3220/3780... Discriminator Loss: 1.7321... Generator Loss: 0.3313 Epoch 4/25...progress:85.45%....step:3230/3780... Discriminator Loss: 1.2729... Generator Loss: 0.6487 Epoch 4/25...progress:85.71%....step:3240/3780... Discriminator Loss: 1.6627... Generator Loss: 0.3796 Epoch 4/25...progress:85.98%....step:3250/3780... Discriminator Loss: 1.3999... Generator Loss: 0.6219 Epoch 4/25...progress:86.24%....step:3260/3780... Discriminator Loss: 1.4040... Generator Loss: 0.6337 Epoch 4/25...progress:86.51%....step:3270/3780... Discriminator Loss: 1.2226... Generator Loss: 0.6228 Epoch 4/25...progress:86.77%....step:3280/3780... Discriminator Loss: 1.3873... Generator Loss: 0.5090 Epoch 4/25...progress:87.04%....step:3290/3780... Discriminator Loss: 1.2506... Generator Loss: 0.6236 Epoch 4/25...progress:87.30%....step:3300/3780... Discriminator Loss: 1.2181... Generator Loss: 0.6456 Epoch 4/25...progress:87.57%....step:3310/3780... Discriminator Loss: 2.1239... Generator Loss: 0.2250 Epoch 4/25...progress:87.83%....step:3320/3780... Discriminator Loss: 1.8230... Generator Loss: 0.3017 Epoch 4/25...progress:88.10%....step:3330/3780... Discriminator Loss: 1.4843... Generator Loss: 0.7381 Epoch 4/25...progress:88.36%....step:3340/3780... Discriminator Loss: 0.8100... Generator Loss: 1.1848 Epoch 4/25...progress:88.62%....step:3350/3780... Discriminator Loss: 1.4252... Generator Loss: 0.5345 Epoch 4/25...progress:88.89%....step:3360/3780... Discriminator Loss: 1.2382... Generator Loss: 0.9858 Epoch 4/25...progress:89.15%....step:3370/3780... Discriminator Loss: 1.4769... Generator Loss: 1.1518 Epoch 4/25...progress:89.42%....step:3380/3780... Discriminator Loss: 1.4145... Generator Loss: 0.5034 Epoch 4/25...progress:89.68%....step:3390/3780... Discriminator Loss: 1.3138... Generator Loss: 0.5404 Epoch 4/25...progress:89.95%....step:3400/3780... Discriminator Loss: 1.8839... Generator Loss: 0.2778
Epoch 4/25...progress:90.21%....step:3410/3780... Discriminator Loss: 2.2830... Generator Loss: 0.2053 Epoch 4/25...progress:90.48%....step:3420/3780... Discriminator Loss: 1.4785... Generator Loss: 0.4722 Epoch 4/25...progress:90.74%....step:3430/3780... Discriminator Loss: 1.5330... Generator Loss: 0.4204 Epoch 4/25...progress:91.01%....step:3440/3780... Discriminator Loss: 1.3489... Generator Loss: 0.5803 Epoch 4/25...progress:91.27%....step:3450/3780... Discriminator Loss: 1.2002... Generator Loss: 0.7272 Epoch 4/25...progress:91.53%....step:3460/3780... Discriminator Loss: 1.4610... Generator Loss: 0.5479 Epoch 4/25...progress:91.80%....step:3470/3780... Discriminator Loss: 1.3999... Generator Loss: 0.8978 Epoch 4/25...progress:92.06%....step:3480/3780... Discriminator Loss: 1.3872... Generator Loss: 1.3264 Epoch 4/25...progress:92.33%....step:3490/3780... Discriminator Loss: 1.3227... Generator Loss: 0.5586 Epoch 4/25...progress:92.59%....step:3500/3780... Discriminator Loss: 1.2652... Generator Loss: 0.9004 Epoch 4/25...progress:92.86%....step:3510/3780... Discriminator Loss: 1.9410... Generator Loss: 1.6394 Epoch 4/25...progress:93.12%....step:3520/3780... Discriminator Loss: 1.8693... Generator Loss: 0.3106 Epoch 4/25...progress:93.39%....step:3530/3780... Discriminator Loss: 1.4948... Generator Loss: 0.4612 Epoch 4/25...progress:93.65%....step:3540/3780... Discriminator Loss: 1.0924... Generator Loss: 1.1270 Epoch 4/25...progress:93.92%....step:3550/3780... Discriminator Loss: 1.8266... Generator Loss: 0.3232 Epoch 4/25...progress:94.18%....step:3560/3780... Discriminator Loss: 1.2772... Generator Loss: 0.6190 Epoch 4/25...progress:94.44%....step:3570/3780... Discriminator Loss: 2.0391... Generator Loss: 0.2496 Epoch 4/25...progress:94.71%....step:3580/3780... Discriminator Loss: 1.5710... Generator Loss: 0.4147 Epoch 4/25...progress:94.97%....step:3590/3780... Discriminator Loss: 1.4116... Generator Loss: 0.5074 Epoch 4/25...progress:95.24%....step:3600/3780... Discriminator Loss: 1.8762... Generator Loss: 0.2783
Epoch 4/25...progress:95.50%....step:3610/3780... Discriminator Loss: 1.4826... Generator Loss: 0.4504 Epoch 4/25...progress:95.77%....step:3620/3780... Discriminator Loss: 1.2991... Generator Loss: 0.5338 Epoch 4/25...progress:96.03%....step:3630/3780... Discriminator Loss: 3.1361... Generator Loss: 0.0719 Epoch 4/25...progress:96.30%....step:3640/3780... Discriminator Loss: 1.4181... Generator Loss: 0.4623 Epoch 4/25...progress:96.56%....step:3650/3780... Discriminator Loss: 1.1612... Generator Loss: 0.6862 Epoch 4/25...progress:96.83%....step:3660/3780... Discriminator Loss: 2.8784... Generator Loss: 0.1554 Epoch 4/25...progress:97.09%....step:3670/3780... Discriminator Loss: 1.2530... Generator Loss: 0.9481 Epoch 4/25...progress:97.35%....step:3680/3780... Discriminator Loss: 1.4977... Generator Loss: 0.4462 Epoch 4/25...progress:97.62%....step:3690/3780... Discriminator Loss: 1.2866... Generator Loss: 0.5840 Epoch 4/25...progress:97.88%....step:3700/3780... Discriminator Loss: 1.9426... Generator Loss: 0.2603 Epoch 4/25...progress:98.15%....step:3710/3780... Discriminator Loss: 1.6504... Generator Loss: 0.4653 Epoch 4/25...progress:98.41%....step:3720/3780... Discriminator Loss: 1.5368... Generator Loss: 0.4081 Epoch 4/25...progress:98.68%....step:3730/3780... Discriminator Loss: 0.8496... Generator Loss: 1.1767 Epoch 4/25...progress:98.94%....step:3740/3780... Discriminator Loss: 1.0983... Generator Loss: 0.9036 Epoch 4/25...progress:99.21%....step:3750/3780... Discriminator Loss: 1.6304... Generator Loss: 0.3551 Epoch 4/25...progress:99.47%....step:3760/3780... Discriminator Loss: 1.5560... Generator Loss: 0.4216 Epoch 4/25...progress:99.74%....step:3770/3780... Discriminator Loss: 1.4254... Generator Loss: 0.8459 STARTING epoch: 4 , steps: 3780 ........ Epoch 5/25...progress:0.00%....step:0/3780... Discriminator Loss: 1.6158... Generator Loss: 0.4136
Epoch 5/25...progress:0.26%....step:10/3780... Discriminator Loss: 1.5093... Generator Loss: 0.4498 Epoch 5/25...progress:0.53%....step:20/3780... Discriminator Loss: 1.8659... Generator Loss: 0.2724 Epoch 5/25...progress:0.79%....step:30/3780... Discriminator Loss: 1.1691... Generator Loss: 0.6803 Epoch 5/25...progress:1.06%....step:40/3780... Discriminator Loss: 1.3546... Generator Loss: 0.5472 Epoch 5/25...progress:1.32%....step:50/3780... Discriminator Loss: 1.5788... Generator Loss: 0.9242 Epoch 5/25...progress:1.59%....step:60/3780... Discriminator Loss: 1.3068... Generator Loss: 0.6442 Epoch 5/25...progress:1.85%....step:70/3780... Discriminator Loss: 1.1114... Generator Loss: 0.8812 Epoch 5/25...progress:2.12%....step:80/3780... Discriminator Loss: 1.6417... Generator Loss: 0.3807 Epoch 5/25...progress:2.38%....step:90/3780... Discriminator Loss: 1.3205... Generator Loss: 0.5555 Epoch 5/25...progress:2.65%....step:100/3780... Discriminator Loss: 1.4107... Generator Loss: 0.5935 Epoch 5/25...progress:2.91%....step:110/3780... Discriminator Loss: 1.6478... Generator Loss: 0.3617 Epoch 5/25...progress:3.17%....step:120/3780... Discriminator Loss: 1.9067... Generator Loss: 0.2680 Epoch 5/25...progress:3.44%....step:130/3780... Discriminator Loss: 2.2216... Generator Loss: 0.1807 Epoch 5/25...progress:3.70%....step:140/3780... Discriminator Loss: 1.9771... Generator Loss: 0.2592 Epoch 5/25...progress:3.97%....step:150/3780... Discriminator Loss: 1.0528... Generator Loss: 0.9578 Epoch 5/25...progress:4.23%....step:160/3780... Discriminator Loss: 1.3765... Generator Loss: 0.6414 Epoch 5/25...progress:4.50%....step:170/3780... Discriminator Loss: 2.4928... Generator Loss: 0.1481 Epoch 5/25...progress:4.76%....step:180/3780... Discriminator Loss: 1.6413... Generator Loss: 0.3570 Epoch 5/25...progress:5.03%....step:190/3780... Discriminator Loss: 0.9219... Generator Loss: 1.1413 Epoch 5/25...progress:5.29%....step:200/3780... Discriminator Loss: 1.3589... Generator Loss: 0.5260
Epoch 5/25...progress:5.56%....step:210/3780... Discriminator Loss: 1.1750... Generator Loss: 0.9821 Epoch 5/25...progress:5.82%....step:220/3780... Discriminator Loss: 1.1574... Generator Loss: 1.0432 Epoch 5/25...progress:6.08%....step:230/3780... Discriminator Loss: 1.3596... Generator Loss: 1.6168 Epoch 5/25...progress:6.35%....step:240/3780... Discriminator Loss: 1.9394... Generator Loss: 0.2561 Epoch 5/25...progress:6.61%....step:250/3780... Discriminator Loss: 1.3750... Generator Loss: 0.5341 Epoch 5/25...progress:6.88%....step:260/3780... Discriminator Loss: 1.3017... Generator Loss: 0.7102 Epoch 5/25...progress:7.14%....step:270/3780... Discriminator Loss: 1.8917... Generator Loss: 0.2656 Epoch 5/25...progress:7.41%....step:280/3780... Discriminator Loss: 1.5770... Generator Loss: 0.4452 Epoch 5/25...progress:7.67%....step:290/3780... Discriminator Loss: 2.0416... Generator Loss: 0.2373 Epoch 5/25...progress:7.94%....step:300/3780... Discriminator Loss: 2.3176... Generator Loss: 0.1795 Epoch 5/25...progress:8.20%....step:310/3780... Discriminator Loss: 1.5371... Generator Loss: 0.5564 Epoch 5/25...progress:8.47%....step:320/3780... Discriminator Loss: 1.5589... Generator Loss: 0.4332 Epoch 5/25...progress:8.73%....step:330/3780... Discriminator Loss: 1.3269... Generator Loss: 0.7308 Epoch 5/25...progress:8.99%....step:340/3780... Discriminator Loss: 1.9417... Generator Loss: 0.2570 Epoch 5/25...progress:9.26%....step:350/3780... Discriminator Loss: 1.5693... Generator Loss: 0.6139 Epoch 5/25...progress:9.52%....step:360/3780... Discriminator Loss: 1.5849... Generator Loss: 0.5209 Epoch 5/25...progress:9.79%....step:370/3780... Discriminator Loss: 1.5387... Generator Loss: 0.4309 Epoch 5/25...progress:10.05%....step:380/3780... Discriminator Loss: 1.7358... Generator Loss: 0.3276 Epoch 5/25...progress:10.32%....step:390/3780... Discriminator Loss: 2.1728... Generator Loss: 0.2081 Epoch 5/25...progress:10.58%....step:400/3780... Discriminator Loss: 1.7061... Generator Loss: 0.3366
Epoch 5/25...progress:10.85%....step:410/3780... Discriminator Loss: 1.3292... Generator Loss: 0.7003 Epoch 5/25...progress:11.11%....step:420/3780... Discriminator Loss: 1.1142... Generator Loss: 0.8357 Epoch 5/25...progress:11.38%....step:430/3780... Discriminator Loss: 1.8135... Generator Loss: 0.2843 Epoch 5/25...progress:11.64%....step:440/3780... Discriminator Loss: 1.7922... Generator Loss: 2.4705 Epoch 5/25...progress:11.90%....step:450/3780... Discriminator Loss: 1.7869... Generator Loss: 0.3269 Epoch 5/25...progress:12.17%....step:460/3780... Discriminator Loss: 1.3364... Generator Loss: 1.0460 Epoch 5/25...progress:12.43%....step:470/3780... Discriminator Loss: 1.2023... Generator Loss: 0.6899 Epoch 5/25...progress:12.70%....step:480/3780... Discriminator Loss: 1.0002... Generator Loss: 0.8819 Epoch 5/25...progress:12.96%....step:490/3780... Discriminator Loss: 2.1440... Generator Loss: 0.2146 Epoch 5/25...progress:13.23%....step:500/3780... Discriminator Loss: 1.4509... Generator Loss: 0.5532 Epoch 5/25...progress:13.49%....step:510/3780... Discriminator Loss: 1.5553... Generator Loss: 0.6635 Epoch 5/25...progress:13.76%....step:520/3780... Discriminator Loss: 1.5033... Generator Loss: 0.4356 Epoch 5/25...progress:14.02%....step:530/3780... Discriminator Loss: 1.2459... Generator Loss: 0.6321 Epoch 5/25...progress:14.29%....step:540/3780... Discriminator Loss: 2.1279... Generator Loss: 0.2227 Epoch 5/25...progress:14.55%....step:550/3780... Discriminator Loss: 1.8008... Generator Loss: 0.3128 Epoch 5/25...progress:14.81%....step:560/3780... Discriminator Loss: 1.3902... Generator Loss: 0.5238 Epoch 5/25...progress:15.08%....step:570/3780... Discriminator Loss: 1.0817... Generator Loss: 0.7345 Epoch 5/25...progress:15.34%....step:580/3780... Discriminator Loss: 1.7883... Generator Loss: 0.2994 Epoch 5/25...progress:15.61%....step:590/3780... Discriminator Loss: 1.4720... Generator Loss: 0.5099 Epoch 5/25...progress:15.87%....step:600/3780... Discriminator Loss: 1.0451... Generator Loss: 1.0273
Epoch 5/25...progress:16.14%....step:610/3780... Discriminator Loss: 1.6423... Generator Loss: 1.2030 Epoch 5/25...progress:16.40%....step:620/3780... Discriminator Loss: 1.9373... Generator Loss: 0.2923 Epoch 5/25...progress:16.67%....step:630/3780... Discriminator Loss: 1.2378... Generator Loss: 0.6005 Epoch 5/25...progress:16.93%....step:640/3780... Discriminator Loss: 1.8227... Generator Loss: 0.2971 Epoch 5/25...progress:17.20%....step:650/3780... Discriminator Loss: 1.7538... Generator Loss: 0.3051 Epoch 5/25...progress:17.46%....step:660/3780... Discriminator Loss: 1.8283... Generator Loss: 0.3395 Epoch 5/25...progress:17.72%....step:670/3780... Discriminator Loss: 1.7419... Generator Loss: 0.4229 Epoch 5/25...progress:17.99%....step:680/3780... Discriminator Loss: 1.5162... Generator Loss: 0.5469 Epoch 5/25...progress:18.25%....step:690/3780... Discriminator Loss: 1.5584... Generator Loss: 0.4333 Epoch 5/25...progress:18.52%....step:700/3780... Discriminator Loss: 1.4626... Generator Loss: 0.4828 Epoch 5/25...progress:18.78%....step:710/3780... Discriminator Loss: 2.2192... Generator Loss: 0.1800 Epoch 5/25...progress:19.05%....step:720/3780... Discriminator Loss: 1.5419... Generator Loss: 0.5239 Epoch 5/25...progress:19.31%....step:730/3780... Discriminator Loss: 1.1613... Generator Loss: 0.9123 Epoch 5/25...progress:19.58%....step:740/3780... Discriminator Loss: 1.5986... Generator Loss: 0.4109 Epoch 5/25...progress:19.84%....step:750/3780... Discriminator Loss: 1.8989... Generator Loss: 0.2707 Epoch 5/25...progress:20.11%....step:760/3780... Discriminator Loss: 1.7467... Generator Loss: 0.3271 Epoch 5/25...progress:20.37%....step:770/3780... Discriminator Loss: 1.7306... Generator Loss: 0.3301 Epoch 5/25...progress:20.63%....step:780/3780... Discriminator Loss: 1.2905... Generator Loss: 0.5658 Epoch 5/25...progress:20.90%....step:790/3780... Discriminator Loss: 1.2375... Generator Loss: 0.7669 Epoch 5/25...progress:21.16%....step:800/3780... Discriminator Loss: 1.4829... Generator Loss: 0.6044
Epoch 5/25...progress:21.43%....step:810/3780... Discriminator Loss: 1.8084... Generator Loss: 0.4444 Epoch 5/25...progress:21.69%....step:820/3780... Discriminator Loss: 1.6240... Generator Loss: 0.4121 Epoch 5/25...progress:21.96%....step:830/3780... Discriminator Loss: 0.9250... Generator Loss: 1.1952 Epoch 5/25...progress:22.22%....step:840/3780... Discriminator Loss: 1.6310... Generator Loss: 0.3650 Epoch 5/25...progress:22.49%....step:850/3780... Discriminator Loss: 1.7398... Generator Loss: 0.3183 Epoch 5/25...progress:22.75%....step:860/3780... Discriminator Loss: 1.7532... Generator Loss: 0.3360 Epoch 5/25...progress:23.02%....step:870/3780... Discriminator Loss: 1.6199... Generator Loss: 0.3892 Epoch 5/25...progress:23.28%....step:880/3780... Discriminator Loss: 1.3812... Generator Loss: 0.6478 Epoch 5/25...progress:23.54%....step:890/3780... Discriminator Loss: 1.6192... Generator Loss: 0.3830 Epoch 5/25...progress:23.81%....step:900/3780... Discriminator Loss: 1.4351... Generator Loss: 0.6538 Epoch 5/25...progress:24.07%....step:910/3780... Discriminator Loss: 1.6420... Generator Loss: 0.4418 Epoch 5/25...progress:24.34%....step:920/3780... Discriminator Loss: 0.9223... Generator Loss: 1.0563 Epoch 5/25...progress:24.60%....step:930/3780... Discriminator Loss: 1.1920... Generator Loss: 0.8082 Epoch 5/25...progress:24.87%....step:940/3780... Discriminator Loss: 2.0175... Generator Loss: 0.2381 Epoch 5/25...progress:25.13%....step:950/3780... Discriminator Loss: 2.1561... Generator Loss: 0.2172 Epoch 5/25...progress:25.40%....step:960/3780... Discriminator Loss: 1.8100... Generator Loss: 0.3291 Epoch 5/25...progress:25.66%....step:970/3780... Discriminator Loss: 1.6981... Generator Loss: 0.3758 Epoch 5/25...progress:25.93%....step:980/3780... Discriminator Loss: 2.0116... Generator Loss: 0.2594 Epoch 5/25...progress:26.19%....step:990/3780... Discriminator Loss: 1.1863... Generator Loss: 0.8194 Epoch 5/25...progress:26.46%....step:1000/3780... Discriminator Loss: 1.7367... Generator Loss: 0.5554
Epoch 5/25...progress:26.72%....step:1010/3780... Discriminator Loss: 1.9779... Generator Loss: 0.2776 Epoch 5/25...progress:26.98%....step:1020/3780... Discriminator Loss: 1.5316... Generator Loss: 0.4976 Epoch 5/25...progress:27.25%....step:1030/3780... Discriminator Loss: 1.1111... Generator Loss: 0.7201 Epoch 5/25...progress:27.51%....step:1040/3780... Discriminator Loss: 1.5801... Generator Loss: 0.4313 Epoch 5/25...progress:27.78%....step:1050/3780... Discriminator Loss: 1.8214... Generator Loss: 0.2837 Epoch 5/25...progress:28.04%....step:1060/3780... Discriminator Loss: 2.0914... Generator Loss: 0.2443 Epoch 5/25...progress:28.31%....step:1070/3780... Discriminator Loss: 1.2307... Generator Loss: 0.9677 Epoch 5/25...progress:28.57%....step:1080/3780... Discriminator Loss: 1.5058... Generator Loss: 0.4490 Epoch 5/25...progress:28.84%....step:1090/3780... Discriminator Loss: 2.2695... Generator Loss: 0.1885 Epoch 5/25...progress:29.10%....step:1100/3780... Discriminator Loss: 1.6554... Generator Loss: 0.8836 Epoch 5/25...progress:29.37%....step:1110/3780... Discriminator Loss: 1.3771... Generator Loss: 0.5779 Epoch 5/25...progress:29.63%....step:1120/3780... Discriminator Loss: 1.6837... Generator Loss: 0.4368 Epoch 5/25...progress:29.89%....step:1130/3780... Discriminator Loss: 2.1092... Generator Loss: 0.2119 Epoch 5/25...progress:30.16%....step:1140/3780... Discriminator Loss: 1.5361... Generator Loss: 0.4399 Epoch 5/25...progress:30.42%....step:1150/3780... Discriminator Loss: 1.1154... Generator Loss: 1.1194 Epoch 5/25...progress:30.69%....step:1160/3780... Discriminator Loss: 1.1045... Generator Loss: 1.2830 Epoch 5/25...progress:30.95%....step:1170/3780... Discriminator Loss: 1.7464... Generator Loss: 0.3386 Epoch 5/25...progress:31.22%....step:1180/3780... Discriminator Loss: 1.1944... Generator Loss: 1.0482 Epoch 5/25...progress:31.48%....step:1190/3780... Discriminator Loss: 1.2742... Generator Loss: 0.5745 Epoch 5/25...progress:31.75%....step:1200/3780... Discriminator Loss: 1.7981... Generator Loss: 0.2951
Epoch 5/25...progress:32.01%....step:1210/3780... Discriminator Loss: 0.9773... Generator Loss: 1.0059 Epoch 5/25...progress:32.28%....step:1220/3780... Discriminator Loss: 1.8204... Generator Loss: 0.2869 Epoch 5/25...progress:32.54%....step:1230/3780... Discriminator Loss: 0.9538... Generator Loss: 1.1842 Epoch 5/25...progress:32.80%....step:1240/3780... Discriminator Loss: 2.0094... Generator Loss: 0.2543 Epoch 5/25...progress:33.07%....step:1250/3780... Discriminator Loss: 1.3197... Generator Loss: 0.7002 Epoch 5/25...progress:33.33%....step:1260/3780... Discriminator Loss: 2.1405... Generator Loss: 0.2154 Epoch 5/25...progress:33.60%....step:1270/3780... Discriminator Loss: 1.7049... Generator Loss: 0.3536 Epoch 5/25...progress:33.86%....step:1280/3780... Discriminator Loss: 1.1686... Generator Loss: 0.9110 Epoch 5/25...progress:34.13%....step:1290/3780... Discriminator Loss: 1.6564... Generator Loss: 0.4062 Epoch 5/25...progress:34.39%....step:1300/3780... Discriminator Loss: 1.7155... Generator Loss: 0.3369 Epoch 5/25...progress:34.66%....step:1310/3780... Discriminator Loss: 2.1730... Generator Loss: 0.2077 Epoch 5/25...progress:34.92%....step:1320/3780... Discriminator Loss: 1.2228... Generator Loss: 0.7489 Epoch 5/25...progress:35.19%....step:1330/3780... Discriminator Loss: 1.7062... Generator Loss: 0.3412 Epoch 5/25...progress:35.45%....step:1340/3780... Discriminator Loss: 1.6973... Generator Loss: 1.2643 Epoch 5/25...progress:35.71%....step:1350/3780... Discriminator Loss: 1.2439... Generator Loss: 0.6841 Epoch 5/25...progress:35.98%....step:1360/3780... Discriminator Loss: 1.4739... Generator Loss: 0.5238 Epoch 5/25...progress:36.24%....step:1370/3780... Discriminator Loss: 2.0285... Generator Loss: 0.3570 Epoch 5/25...progress:36.51%....step:1380/3780... Discriminator Loss: 1.4561... Generator Loss: 0.4603 Epoch 5/25...progress:36.77%....step:1390/3780... Discriminator Loss: 1.1871... Generator Loss: 0.7221 Epoch 5/25...progress:37.04%....step:1400/3780... Discriminator Loss: 1.3796... Generator Loss: 0.4975
Epoch 5/25...progress:37.30%....step:1410/3780... Discriminator Loss: 1.6260... Generator Loss: 0.4859 Epoch 5/25...progress:37.57%....step:1420/3780... Discriminator Loss: 0.9632... Generator Loss: 1.2066 Epoch 5/25...progress:37.83%....step:1430/3780... Discriminator Loss: 1.1733... Generator Loss: 0.7611 Epoch 5/25...progress:38.10%....step:1440/3780... Discriminator Loss: 1.6668... Generator Loss: 0.3670 Epoch 5/25...progress:38.36%....step:1450/3780... Discriminator Loss: 1.2725... Generator Loss: 0.9947 Epoch 5/25...progress:38.62%....step:1460/3780... Discriminator Loss: 1.4652... Generator Loss: 0.5373 Epoch 5/25...progress:38.89%....step:1470/3780... Discriminator Loss: 1.7148... Generator Loss: 0.3891 Epoch 5/25...progress:39.15%....step:1480/3780... Discriminator Loss: 1.7689... Generator Loss: 0.3253 Epoch 5/25...progress:39.42%....step:1490/3780... Discriminator Loss: 1.4438... Generator Loss: 0.4460 Epoch 5/25...progress:39.68%....step:1500/3780... Discriminator Loss: 1.9249... Generator Loss: 0.2777 Epoch 5/25...progress:39.95%....step:1510/3780... Discriminator Loss: 1.3814... Generator Loss: 0.8011 Epoch 5/25...progress:40.21%....step:1520/3780... Discriminator Loss: 1.3060... Generator Loss: 0.5757 Epoch 5/25...progress:40.48%....step:1530/3780... Discriminator Loss: 1.7857... Generator Loss: 0.3382 Epoch 5/25...progress:40.74%....step:1540/3780... Discriminator Loss: 1.5272... Generator Loss: 0.4459 Epoch 5/25...progress:41.01%....step:1550/3780... Discriminator Loss: 1.6594... Generator Loss: 0.3532 Epoch 5/25...progress:41.27%....step:1560/3780... Discriminator Loss: 1.3647... Generator Loss: 0.5850 Epoch 5/25...progress:41.53%....step:1570/3780... Discriminator Loss: 1.2612... Generator Loss: 0.6457 Epoch 5/25...progress:41.80%....step:1580/3780... Discriminator Loss: 1.3019... Generator Loss: 0.6387 Epoch 5/25...progress:42.06%....step:1590/3780... Discriminator Loss: 1.0709... Generator Loss: 1.0661 Epoch 5/25...progress:42.33%....step:1600/3780... Discriminator Loss: 1.1866... Generator Loss: 1.1396
Epoch 5/25...progress:42.59%....step:1610/3780... Discriminator Loss: 1.2175... Generator Loss: 0.8158 Epoch 5/25...progress:42.86%....step:1620/3780... Discriminator Loss: 1.4448... Generator Loss: 0.4844 Epoch 5/25...progress:43.12%....step:1630/3780... Discriminator Loss: 1.1757... Generator Loss: 0.6987 Epoch 5/25...progress:43.39%....step:1640/3780... Discriminator Loss: 1.0133... Generator Loss: 0.9161 Epoch 5/25...progress:43.65%....step:1650/3780... Discriminator Loss: 1.3345... Generator Loss: 0.5442 Epoch 5/25...progress:43.92%....step:1660/3780... Discriminator Loss: 1.7503... Generator Loss: 0.3517 Epoch 5/25...progress:44.18%....step:1670/3780... Discriminator Loss: 0.8279... Generator Loss: 1.0984 Epoch 5/25...progress:44.44%....step:1680/3780... Discriminator Loss: 1.4343... Generator Loss: 0.5287 Epoch 5/25...progress:44.71%....step:1690/3780... Discriminator Loss: 2.2320... Generator Loss: 0.2081 Epoch 5/25...progress:44.97%....step:1700/3780... Discriminator Loss: 1.2491... Generator Loss: 0.6709 Epoch 5/25...progress:45.24%....step:1710/3780... Discriminator Loss: 2.5708... Generator Loss: 0.1303 Epoch 5/25...progress:45.50%....step:1720/3780... Discriminator Loss: 1.8635... Generator Loss: 0.2758 Epoch 5/25...progress:45.77%....step:1730/3780... Discriminator Loss: 1.3378... Generator Loss: 0.5139 Epoch 5/25...progress:46.03%....step:1740/3780... Discriminator Loss: 1.2955... Generator Loss: 0.7530 Epoch 5/25...progress:46.30%....step:1750/3780... Discriminator Loss: 1.1124... Generator Loss: 0.7244 Epoch 5/25...progress:46.56%....step:1760/3780... Discriminator Loss: 1.5797... Generator Loss: 0.3936 Epoch 5/25...progress:46.83%....step:1770/3780... Discriminator Loss: 1.2556... Generator Loss: 0.7319 Epoch 5/25...progress:47.09%....step:1780/3780... Discriminator Loss: 1.4511... Generator Loss: 0.4796 Epoch 5/25...progress:47.35%....step:1790/3780... Discriminator Loss: 1.2920... Generator Loss: 0.7550 Epoch 5/25...progress:47.62%....step:1800/3780... Discriminator Loss: 1.6827... Generator Loss: 0.3531
Epoch 5/25...progress:47.88%....step:1810/3780... Discriminator Loss: 1.5555... Generator Loss: 0.4540 Epoch 5/25...progress:48.15%....step:1820/3780... Discriminator Loss: 2.0397... Generator Loss: 0.2330 Epoch 5/25...progress:48.41%....step:1830/3780... Discriminator Loss: 1.7918... Generator Loss: 0.3272 Epoch 5/25...progress:48.68%....step:1840/3780... Discriminator Loss: 1.5054... Generator Loss: 0.4163 Epoch 5/25...progress:48.94%....step:1850/3780... Discriminator Loss: 1.1989... Generator Loss: 0.7406 Epoch 5/25...progress:49.21%....step:1860/3780... Discriminator Loss: 1.9334... Generator Loss: 0.2676 Epoch 5/25...progress:49.47%....step:1870/3780... Discriminator Loss: 1.1306... Generator Loss: 0.8561 Epoch 5/25...progress:49.74%....step:1880/3780... Discriminator Loss: 1.6305... Generator Loss: 0.3966 Epoch 5/25...progress:50.00%....step:1890/3780... Discriminator Loss: 1.5786... Generator Loss: 0.4494 Epoch 5/25...progress:50.26%....step:1900/3780... Discriminator Loss: 1.6738... Generator Loss: 0.3566 Epoch 5/25...progress:50.53%....step:1910/3780... Discriminator Loss: 1.5886... Generator Loss: 0.4443 Epoch 5/25...progress:50.79%....step:1920/3780... Discriminator Loss: 1.6127... Generator Loss: 0.3810 Epoch 5/25...progress:51.06%....step:1930/3780... Discriminator Loss: 1.4249... Generator Loss: 0.5731 Epoch 5/25...progress:51.32%....step:1940/3780... Discriminator Loss: 2.4315... Generator Loss: 0.1640 Epoch 5/25...progress:51.59%....step:1950/3780... Discriminator Loss: 1.7848... Generator Loss: 0.3360 Epoch 5/25...progress:51.85%....step:1960/3780... Discriminator Loss: 2.5385... Generator Loss: 0.1424 Epoch 5/25...progress:52.12%....step:1970/3780... Discriminator Loss: 0.8130... Generator Loss: 1.4220 Epoch 5/25...progress:52.38%....step:1980/3780... Discriminator Loss: 2.1264... Generator Loss: 0.2283 Epoch 5/25...progress:52.65%....step:1990/3780... Discriminator Loss: 1.7093... Generator Loss: 0.3525 Epoch 5/25...progress:52.91%....step:2000/3780... Discriminator Loss: 1.7030... Generator Loss: 0.3341
Epoch 5/25...progress:53.17%....step:2010/3780... Discriminator Loss: 1.2574... Generator Loss: 0.6541 Epoch 5/25...progress:53.44%....step:2020/3780... Discriminator Loss: 1.7182... Generator Loss: 0.3260 Epoch 5/25...progress:53.70%....step:2030/3780... Discriminator Loss: 1.4949... Generator Loss: 0.8642 Epoch 5/25...progress:53.97%....step:2040/3780... Discriminator Loss: 1.5124... Generator Loss: 0.4616 Epoch 5/25...progress:54.23%....step:2050/3780... Discriminator Loss: 1.4115... Generator Loss: 0.6664 Epoch 5/25...progress:54.50%....step:2060/3780... Discriminator Loss: 1.2027... Generator Loss: 1.3217 Epoch 5/25...progress:54.76%....step:2070/3780... Discriminator Loss: 2.0562... Generator Loss: 0.2257 Epoch 5/25...progress:55.03%....step:2080/3780... Discriminator Loss: 1.7436... Generator Loss: 0.3355 Epoch 5/25...progress:55.29%....step:2090/3780... Discriminator Loss: 1.1084... Generator Loss: 0.8161 Epoch 5/25...progress:55.56%....step:2100/3780... Discriminator Loss: 2.0366... Generator Loss: 0.2279 Epoch 5/25...progress:55.82%....step:2110/3780... Discriminator Loss: 1.0170... Generator Loss: 0.9937 Epoch 5/25...progress:56.08%....step:2120/3780... Discriminator Loss: 1.3670... Generator Loss: 1.5502 Epoch 5/25...progress:56.35%....step:2130/3780... Discriminator Loss: 1.4867... Generator Loss: 0.5195 Epoch 5/25...progress:56.61%....step:2140/3780... Discriminator Loss: 1.4940... Generator Loss: 0.5075 Epoch 5/25...progress:56.88%....step:2150/3780... Discriminator Loss: 1.4126... Generator Loss: 0.4864 Epoch 5/25...progress:57.14%....step:2160/3780... Discriminator Loss: 1.4331... Generator Loss: 0.5512 Epoch 5/25...progress:57.41%....step:2170/3780... Discriminator Loss: 0.8492... Generator Loss: 1.2321 Epoch 5/25...progress:57.67%....step:2180/3780... Discriminator Loss: 1.1008... Generator Loss: 0.9281 Epoch 5/25...progress:57.94%....step:2190/3780... Discriminator Loss: 1.7468... Generator Loss: 0.4434 Epoch 5/25...progress:58.20%....step:2200/3780... Discriminator Loss: 1.8317... Generator Loss: 0.2956
Epoch 5/25...progress:58.47%....step:2210/3780... Discriminator Loss: 2.0544... Generator Loss: 0.2338 Epoch 5/25...progress:58.73%....step:2220/3780... Discriminator Loss: 1.0770... Generator Loss: 1.0312 Epoch 5/25...progress:58.99%....step:2230/3780... Discriminator Loss: 1.5634... Generator Loss: 0.4405 Epoch 5/25...progress:59.26%....step:2240/3780... Discriminator Loss: 1.1796... Generator Loss: 0.9984 Epoch 5/25...progress:59.52%....step:2250/3780... Discriminator Loss: 1.2243... Generator Loss: 0.7670 Epoch 5/25...progress:59.79%....step:2260/3780... Discriminator Loss: 1.5574... Generator Loss: 0.7856 Epoch 5/25...progress:60.05%....step:2270/3780... Discriminator Loss: 1.9949... Generator Loss: 0.2423 Epoch 5/25...progress:60.32%....step:2280/3780... Discriminator Loss: 1.4890... Generator Loss: 0.6404 Epoch 5/25...progress:60.58%....step:2290/3780... Discriminator Loss: 0.9386... Generator Loss: 1.3941 Epoch 5/25...progress:60.85%....step:2300/3780... Discriminator Loss: 1.2214... Generator Loss: 0.6297 Epoch 5/25...progress:61.11%....step:2310/3780... Discriminator Loss: 3.6160... Generator Loss: 0.0534 Epoch 5/25...progress:61.38%....step:2320/3780... Discriminator Loss: 1.5938... Generator Loss: 0.5403 Epoch 5/25...progress:61.64%....step:2330/3780... Discriminator Loss: 1.1805... Generator Loss: 0.7403 Epoch 5/25...progress:61.90%....step:2340/3780... Discriminator Loss: 2.1783... Generator Loss: 0.2759 Epoch 5/25...progress:62.17%....step:2350/3780... Discriminator Loss: 1.5612... Generator Loss: 0.4699 Epoch 5/25...progress:62.43%....step:2360/3780... Discriminator Loss: 1.7289... Generator Loss: 0.4155 Epoch 5/25...progress:62.70%....step:2370/3780... Discriminator Loss: 1.8746... Generator Loss: 0.2727 Epoch 5/25...progress:62.96%....step:2380/3780... Discriminator Loss: 1.3002... Generator Loss: 0.5701 Epoch 5/25...progress:63.23%....step:2390/3780... Discriminator Loss: 1.1430... Generator Loss: 0.7943 Epoch 5/25...progress:63.49%....step:2400/3780... Discriminator Loss: 1.1409... Generator Loss: 1.0409
Epoch 5/25...progress:63.76%....step:2410/3780... Discriminator Loss: 0.9956... Generator Loss: 0.8667 Epoch 5/25...progress:64.02%....step:2420/3780... Discriminator Loss: 1.6949... Generator Loss: 0.3529 Epoch 5/25...progress:64.29%....step:2430/3780... Discriminator Loss: 1.4683... Generator Loss: 0.4992 Epoch 5/25...progress:64.55%....step:2440/3780... Discriminator Loss: 1.2781... Generator Loss: 0.6866 Epoch 5/25...progress:64.81%....step:2450/3780... Discriminator Loss: 1.4186... Generator Loss: 0.4967 Epoch 5/25...progress:65.08%....step:2460/3780... Discriminator Loss: 1.5147... Generator Loss: 0.4491 Epoch 5/25...progress:65.34%....step:2470/3780... Discriminator Loss: 1.2273... Generator Loss: 0.6385 Epoch 5/25...progress:65.61%....step:2480/3780... Discriminator Loss: 1.0142... Generator Loss: 1.1606 Epoch 5/25...progress:65.87%....step:2490/3780... Discriminator Loss: 0.8203... Generator Loss: 1.1704 Epoch 5/25...progress:66.14%....step:2500/3780... Discriminator Loss: 1.6311... Generator Loss: 0.5557 Epoch 5/25...progress:66.40%....step:2510/3780... Discriminator Loss: 1.5205... Generator Loss: 0.4504 Epoch 5/25...progress:66.67%....step:2520/3780... Discriminator Loss: 1.6933... Generator Loss: 0.3524 Epoch 5/25...progress:66.93%....step:2530/3780... Discriminator Loss: 1.3000... Generator Loss: 0.6351 Epoch 5/25...progress:67.20%....step:2540/3780... Discriminator Loss: 1.3034... Generator Loss: 0.5409 Epoch 5/25...progress:67.46%....step:2550/3780... Discriminator Loss: 1.4346... Generator Loss: 0.5065 Epoch 5/25...progress:67.72%....step:2560/3780... Discriminator Loss: 1.4655... Generator Loss: 1.1663 Epoch 5/25...progress:67.99%....step:2570/3780... Discriminator Loss: 1.3108... Generator Loss: 1.0713 Epoch 5/25...progress:68.25%....step:2580/3780... Discriminator Loss: 1.5141... Generator Loss: 0.4292 Epoch 5/25...progress:68.52%....step:2590/3780... Discriminator Loss: 1.6736... Generator Loss: 0.3744 Epoch 5/25...progress:68.78%....step:2600/3780... Discriminator Loss: 1.8513... Generator Loss: 0.2867
Epoch 5/25...progress:69.05%....step:2610/3780... Discriminator Loss: 1.7788... Generator Loss: 0.3158 Epoch 5/25...progress:69.31%....step:2620/3780... Discriminator Loss: 1.5926... Generator Loss: 0.4417 Epoch 5/25...progress:69.58%....step:2630/3780... Discriminator Loss: 2.1403... Generator Loss: 0.2147 Epoch 5/25...progress:69.84%....step:2640/3780... Discriminator Loss: 1.5987... Generator Loss: 0.4600 Epoch 5/25...progress:70.11%....step:2650/3780... Discriminator Loss: 2.2051... Generator Loss: 0.2095 Epoch 5/25...progress:70.37%....step:2660/3780... Discriminator Loss: 1.7104... Generator Loss: 0.3593 Epoch 5/25...progress:70.63%....step:2670/3780... Discriminator Loss: 1.8092... Generator Loss: 0.2934 Epoch 5/25...progress:70.90%....step:2680/3780... Discriminator Loss: 1.6504... Generator Loss: 0.3932 Epoch 5/25...progress:71.16%....step:2690/3780... Discriminator Loss: 0.7416... Generator Loss: 1.5036 Epoch 5/25...progress:71.43%....step:2700/3780... Discriminator Loss: 1.7522... Generator Loss: 0.3600 Epoch 5/25...progress:71.69%....step:2710/3780... Discriminator Loss: 1.5810... Generator Loss: 0.3832 Epoch 5/25...progress:71.96%....step:2720/3780... Discriminator Loss: 1.8864... Generator Loss: 0.3029 Epoch 5/25...progress:72.22%....step:2730/3780... Discriminator Loss: 1.7174... Generator Loss: 0.3663 Epoch 5/25...progress:72.49%....step:2740/3780... Discriminator Loss: 2.3852... Generator Loss: 0.1676 Epoch 5/25...progress:72.75%....step:2750/3780... Discriminator Loss: 1.6647... Generator Loss: 0.3699 Epoch 5/25...progress:73.02%....step:2760/3780... Discriminator Loss: 1.5397... Generator Loss: 0.4228 Epoch 5/25...progress:73.28%....step:2770/3780... Discriminator Loss: 1.2659... Generator Loss: 0.7069 Epoch 5/25...progress:73.54%....step:2780/3780... Discriminator Loss: 1.0029... Generator Loss: 0.9147 Epoch 5/25...progress:73.81%....step:2790/3780... Discriminator Loss: 1.2137... Generator Loss: 0.8522 Epoch 5/25...progress:74.07%....step:2800/3780... Discriminator Loss: 1.6255... Generator Loss: 0.3719
Epoch 5/25...progress:74.34%....step:2810/3780... Discriminator Loss: 2.6053... Generator Loss: 0.1411 Epoch 5/25...progress:74.60%....step:2820/3780... Discriminator Loss: 1.6932... Generator Loss: 0.3534 Epoch 5/25...progress:74.87%....step:2830/3780... Discriminator Loss: 1.0890... Generator Loss: 0.8529 Epoch 5/25...progress:75.13%....step:2840/3780... Discriminator Loss: 1.2585... Generator Loss: 0.7481 Epoch 5/25...progress:75.40%....step:2850/3780... Discriminator Loss: 2.1490... Generator Loss: 0.2344 Epoch 5/25...progress:75.66%....step:2860/3780... Discriminator Loss: 1.2463... Generator Loss: 0.7883 Epoch 5/25...progress:75.93%....step:2870/3780... Discriminator Loss: 1.9231... Generator Loss: 0.2725 Epoch 5/25...progress:76.19%....step:2880/3780... Discriminator Loss: 1.5579... Generator Loss: 0.4022 Epoch 5/25...progress:76.46%....step:2890/3780... Discriminator Loss: 1.2381... Generator Loss: 1.5820 Epoch 5/25...progress:76.72%....step:2900/3780... Discriminator Loss: 1.2266... Generator Loss: 0.6400 Epoch 5/25...progress:76.98%....step:2910/3780... Discriminator Loss: 1.5995... Generator Loss: 0.5392 Epoch 5/25...progress:77.25%....step:2920/3780... Discriminator Loss: 1.7594... Generator Loss: 0.3259 Epoch 5/25...progress:77.51%....step:2930/3780... Discriminator Loss: 1.7805... Generator Loss: 0.3378 Epoch 5/25...progress:77.78%....step:2940/3780... Discriminator Loss: 1.9486... Generator Loss: 0.2512 Epoch 5/25...progress:78.04%....step:2950/3780... Discriminator Loss: 1.8527... Generator Loss: 0.2866 Epoch 5/25...progress:78.31%....step:2960/3780... Discriminator Loss: 1.7252... Generator Loss: 0.3467 Epoch 5/25...progress:78.57%....step:2970/3780... Discriminator Loss: 1.3591... Generator Loss: 0.5349 Epoch 5/25...progress:78.84%....step:2980/3780... Discriminator Loss: 1.2326... Generator Loss: 0.9398 Epoch 5/25...progress:79.10%....step:2990/3780... Discriminator Loss: 2.4327... Generator Loss: 0.1507 Epoch 5/25...progress:79.37%....step:3000/3780... Discriminator Loss: 1.0690... Generator Loss: 0.9236
Epoch 5/25...progress:79.63%....step:3010/3780... Discriminator Loss: 1.0204... Generator Loss: 0.9953 Epoch 5/25...progress:79.89%....step:3020/3780... Discriminator Loss: 1.0959... Generator Loss: 0.8127 Epoch 5/25...progress:80.16%....step:3030/3780... Discriminator Loss: 1.8543... Generator Loss: 0.3113 Epoch 5/25...progress:80.42%....step:3040/3780... Discriminator Loss: 1.8124... Generator Loss: 0.3801 Epoch 5/25...progress:80.69%....step:3050/3780... Discriminator Loss: 1.6821... Generator Loss: 0.3669 Epoch 5/25...progress:80.95%....step:3060/3780... Discriminator Loss: 1.0493... Generator Loss: 0.9499 Epoch 5/25...progress:81.22%....step:3070/3780... Discriminator Loss: 1.3522... Generator Loss: 0.9237 Epoch 5/25...progress:81.48%....step:3080/3780... Discriminator Loss: 2.0452... Generator Loss: 0.2275 Epoch 5/25...progress:81.75%....step:3090/3780... Discriminator Loss: 1.6335... Generator Loss: 0.3996 Epoch 5/25...progress:82.01%....step:3100/3780... Discriminator Loss: 1.3655... Generator Loss: 0.5580 Epoch 5/25...progress:82.28%....step:3110/3780... Discriminator Loss: 1.4891... Generator Loss: 0.5186 Epoch 5/25...progress:82.54%....step:3120/3780... Discriminator Loss: 1.3360... Generator Loss: 0.5553 Epoch 5/25...progress:82.80%....step:3130/3780... Discriminator Loss: 1.0994... Generator Loss: 0.7668 Epoch 5/25...progress:83.07%....step:3140/3780... Discriminator Loss: 2.4148... Generator Loss: 0.1728 Epoch 5/25...progress:83.33%....step:3150/3780... Discriminator Loss: 1.1671... Generator Loss: 0.7958 Epoch 5/25...progress:83.60%....step:3160/3780... Discriminator Loss: 1.7526... Generator Loss: 0.3268 Epoch 5/25...progress:83.86%....step:3170/3780... Discriminator Loss: 1.8956... Generator Loss: 0.2761 Epoch 5/25...progress:84.13%....step:3180/3780... Discriminator Loss: 2.4956... Generator Loss: 0.1397 Epoch 5/25...progress:84.39%....step:3190/3780... Discriminator Loss: 1.1510... Generator Loss: 1.1501 Epoch 5/25...progress:84.66%....step:3200/3780... Discriminator Loss: 1.2585... Generator Loss: 0.7757
Epoch 5/25...progress:84.92%....step:3210/3780... Discriminator Loss: 1.6149... Generator Loss: 0.3974 Epoch 5/25...progress:85.19%....step:3220/3780... Discriminator Loss: 1.3865... Generator Loss: 0.6338 Epoch 5/25...progress:85.45%....step:3230/3780... Discriminator Loss: 1.5627... Generator Loss: 0.4475 Epoch 5/25...progress:85.71%....step:3240/3780... Discriminator Loss: 1.2513... Generator Loss: 0.7415 Epoch 5/25...progress:85.98%....step:3250/3780... Discriminator Loss: 1.5733... Generator Loss: 0.4816 Epoch 5/25...progress:86.24%....step:3260/3780... Discriminator Loss: 2.1454... Generator Loss: 0.2021 Epoch 5/25...progress:86.51%....step:3270/3780... Discriminator Loss: 1.4445... Generator Loss: 0.4559 Epoch 5/25...progress:86.77%....step:3280/3780... Discriminator Loss: 1.0516... Generator Loss: 0.8378 Epoch 5/25...progress:87.04%....step:3290/3780... Discriminator Loss: 1.4723... Generator Loss: 0.5039 Epoch 5/25...progress:87.30%....step:3300/3780... Discriminator Loss: 1.1340... Generator Loss: 0.7504 Epoch 5/25...progress:87.57%....step:3310/3780... Discriminator Loss: 1.2226... Generator Loss: 0.6199 Epoch 5/25...progress:87.83%....step:3320/3780... Discriminator Loss: 1.5769... Generator Loss: 0.3818 Epoch 5/25...progress:88.10%....step:3330/3780... Discriminator Loss: 1.4220... Generator Loss: 1.2644 Epoch 5/25...progress:88.36%....step:3340/3780... Discriminator Loss: 1.1717... Generator Loss: 0.6843 Epoch 5/25...progress:88.62%....step:3350/3780... Discriminator Loss: 2.0881... Generator Loss: 0.2388 Epoch 5/25...progress:88.89%....step:3360/3780... Discriminator Loss: 1.3944... Generator Loss: 0.7444 Epoch 5/25...progress:89.15%....step:3370/3780... Discriminator Loss: 1.4622... Generator Loss: 0.6571 Epoch 5/25...progress:89.42%....step:3380/3780... Discriminator Loss: 1.5517... Generator Loss: 0.4687 Epoch 5/25...progress:89.68%....step:3390/3780... Discriminator Loss: 1.8519... Generator Loss: 0.2958 Epoch 5/25...progress:89.95%....step:3400/3780... Discriminator Loss: 2.0472... Generator Loss: 0.2323
Epoch 5/25...progress:90.21%....step:3410/3780... Discriminator Loss: 2.1150... Generator Loss: 0.2366 Epoch 5/25...progress:90.48%....step:3420/3780... Discriminator Loss: 1.4884... Generator Loss: 0.4686 Epoch 5/25...progress:90.74%....step:3430/3780... Discriminator Loss: 1.5799... Generator Loss: 0.4039 Epoch 5/25...progress:91.01%....step:3440/3780... Discriminator Loss: 1.6552... Generator Loss: 0.3918 Epoch 5/25...progress:91.27%....step:3450/3780... Discriminator Loss: 1.3396... Generator Loss: 0.6273 Epoch 5/25...progress:91.53%....step:3460/3780... Discriminator Loss: 1.5375... Generator Loss: 0.4445 Epoch 5/25...progress:91.80%....step:3470/3780... Discriminator Loss: 1.9385... Generator Loss: 0.3888 Epoch 5/25...progress:92.06%....step:3480/3780... Discriminator Loss: 1.5980... Generator Loss: 0.3821 Epoch 5/25...progress:92.33%....step:3490/3780... Discriminator Loss: 1.6913... Generator Loss: 0.3505 Epoch 5/25...progress:92.59%....step:3500/3780... Discriminator Loss: 1.4462... Generator Loss: 0.6551 Epoch 5/25...progress:92.86%....step:3510/3780... Discriminator Loss: 1.5571... Generator Loss: 0.6346 Epoch 5/25...progress:93.12%....step:3520/3780... Discriminator Loss: 2.2243... Generator Loss: 0.2044 Epoch 5/25...progress:93.39%....step:3530/3780... Discriminator Loss: 1.4028... Generator Loss: 0.5011 Epoch 5/25...progress:93.65%....step:3540/3780... Discriminator Loss: 1.2581... Generator Loss: 2.4760 Epoch 5/25...progress:93.92%....step:3550/3780... Discriminator Loss: 1.3742... Generator Loss: 0.5651 Epoch 5/25...progress:94.18%....step:3560/3780... Discriminator Loss: 1.0590... Generator Loss: 1.1931 Epoch 5/25...progress:94.44%....step:3570/3780... Discriminator Loss: 1.1767... Generator Loss: 0.7193 Epoch 5/25...progress:94.71%....step:3580/3780... Discriminator Loss: 1.5758... Generator Loss: 0.4246 Epoch 5/25...progress:94.97%....step:3590/3780... Discriminator Loss: 1.5551... Generator Loss: 0.4371 Epoch 5/25...progress:95.24%....step:3600/3780... Discriminator Loss: 1.7831... Generator Loss: 0.3574
Epoch 5/25...progress:95.50%....step:3610/3780... Discriminator Loss: 1.5691... Generator Loss: 0.3910 Epoch 5/25...progress:95.77%....step:3620/3780... Discriminator Loss: 2.3464... Generator Loss: 0.1907 Epoch 5/25...progress:96.03%....step:3630/3780... Discriminator Loss: 1.9496... Generator Loss: 0.2563 Epoch 5/25...progress:96.30%....step:3640/3780... Discriminator Loss: 2.0799... Generator Loss: 0.2286 Epoch 5/25...progress:96.56%....step:3650/3780... Discriminator Loss: 0.9308... Generator Loss: 0.9698 Epoch 5/25...progress:96.83%....step:3660/3780... Discriminator Loss: 1.4649... Generator Loss: 0.4509 Epoch 5/25...progress:97.09%....step:3670/3780... Discriminator Loss: 2.0939... Generator Loss: 0.2370 Epoch 5/25...progress:97.35%....step:3680/3780... Discriminator Loss: 2.0320... Generator Loss: 0.2370 Epoch 5/25...progress:97.62%....step:3690/3780... Discriminator Loss: 1.3134... Generator Loss: 0.6102 Epoch 5/25...progress:97.88%....step:3700/3780... Discriminator Loss: 2.0572... Generator Loss: 0.2531 Epoch 5/25...progress:98.15%....step:3710/3780... Discriminator Loss: 1.5114... Generator Loss: 0.5348 Epoch 5/25...progress:98.41%....step:3720/3780... Discriminator Loss: 1.9138... Generator Loss: 0.2578 Epoch 5/25...progress:98.68%....step:3730/3780... Discriminator Loss: 0.9463... Generator Loss: 0.9190 Epoch 5/25...progress:98.94%....step:3740/3780... Discriminator Loss: 1.3551... Generator Loss: 0.5883 Epoch 5/25...progress:99.21%....step:3750/3780... Discriminator Loss: 1.5504... Generator Loss: 0.4643 Epoch 5/25...progress:99.47%....step:3760/3780... Discriminator Loss: 1.6975... Generator Loss: 0.3684 Epoch 5/25...progress:99.74%....step:3770/3780... Discriminator Loss: 1.6950... Generator Loss: 0.3627 STARTING epoch: 5 , steps: 3780 ........ Epoch 6/25...progress:0.00%....step:0/3780... Discriminator Loss: 1.5388... Generator Loss: 0.4701
Epoch 6/25...progress:0.26%....step:10/3780... Discriminator Loss: 1.7815... Generator Loss: 0.3172 Epoch 6/25...progress:0.53%....step:20/3780... Discriminator Loss: 1.7204... Generator Loss: 0.3756 Epoch 6/25...progress:0.79%....step:30/3780... Discriminator Loss: 1.5064... Generator Loss: 0.4738 Epoch 6/25...progress:1.06%....step:40/3780... Discriminator Loss: 1.4009... Generator Loss: 0.4954 Epoch 6/25...progress:1.32%....step:50/3780... Discriminator Loss: 1.5211... Generator Loss: 0.5228 Epoch 6/25...progress:1.59%....step:60/3780... Discriminator Loss: 1.8137... Generator Loss: 0.3275 Epoch 6/25...progress:1.85%....step:70/3780... Discriminator Loss: 1.7206... Generator Loss: 0.4048 Epoch 6/25...progress:2.12%....step:80/3780... Discriminator Loss: 1.7017... Generator Loss: 0.3934 Epoch 6/25...progress:2.38%....step:90/3780... Discriminator Loss: 1.0475... Generator Loss: 1.0363 Epoch 6/25...progress:2.65%....step:100/3780... Discriminator Loss: 1.5119... Generator Loss: 0.5849 Epoch 6/25...progress:2.91%....step:110/3780... Discriminator Loss: 1.8444... Generator Loss: 0.3198 Epoch 6/25...progress:3.17%....step:120/3780... Discriminator Loss: 1.8889... Generator Loss: 0.3050 Epoch 6/25...progress:3.44%....step:130/3780... Discriminator Loss: 2.0911... Generator Loss: 0.2412 Epoch 6/25...progress:3.70%....step:140/3780... Discriminator Loss: 0.9415... Generator Loss: 1.1302 Epoch 6/25...progress:3.97%....step:150/3780... Discriminator Loss: 1.7596... Generator Loss: 0.3252 Epoch 6/25...progress:4.23%....step:160/3780... Discriminator Loss: 1.5659... Generator Loss: 0.4536 Epoch 6/25...progress:4.50%....step:170/3780... Discriminator Loss: 1.4522... Generator Loss: 0.4806 Epoch 6/25...progress:4.76%....step:180/3780... Discriminator Loss: 1.3068... Generator Loss: 0.5541 Epoch 6/25...progress:5.03%....step:190/3780... Discriminator Loss: 0.9093... Generator Loss: 1.2316 Epoch 6/25...progress:5.29%....step:200/3780... Discriminator Loss: 1.6187... Generator Loss: 0.3854
Epoch 6/25...progress:5.56%....step:210/3780... Discriminator Loss: 1.0364... Generator Loss: 0.9284 Epoch 6/25...progress:5.82%....step:220/3780... Discriminator Loss: 1.2880... Generator Loss: 0.6246 Epoch 6/25...progress:6.08%....step:230/3780... Discriminator Loss: 1.3238... Generator Loss: 0.6098 Epoch 6/25...progress:6.35%....step:240/3780... Discriminator Loss: 2.3762... Generator Loss: 0.1687 Epoch 6/25...progress:6.61%....step:250/3780... Discriminator Loss: 1.6808... Generator Loss: 0.3584 Epoch 6/25...progress:6.88%....step:260/3780... Discriminator Loss: 1.3616... Generator Loss: 0.6106 Epoch 6/25...progress:7.14%....step:270/3780... Discriminator Loss: 2.0577... Generator Loss: 0.2332 Epoch 6/25...progress:7.41%....step:280/3780... Discriminator Loss: 1.2234... Generator Loss: 0.6827 Epoch 6/25...progress:7.67%....step:290/3780... Discriminator Loss: 0.9887... Generator Loss: 1.0459 Epoch 6/25...progress:7.94%....step:300/3780... Discriminator Loss: 2.4448... Generator Loss: 0.1552 Epoch 6/25...progress:8.20%....step:310/3780... Discriminator Loss: 1.5555... Generator Loss: 0.4088 Epoch 6/25...progress:8.47%....step:320/3780... Discriminator Loss: 1.2944... Generator Loss: 0.6694 Epoch 6/25...progress:8.73%....step:330/3780... Discriminator Loss: 1.4223... Generator Loss: 0.6385 Epoch 6/25...progress:8.99%....step:340/3780... Discriminator Loss: 1.2909... Generator Loss: 0.6010 Epoch 6/25...progress:9.26%....step:350/3780... Discriminator Loss: 1.3470... Generator Loss: 0.6097 Epoch 6/25...progress:9.52%....step:360/3780... Discriminator Loss: 1.7437... Generator Loss: 0.3742 Epoch 6/25...progress:9.79%....step:370/3780... Discriminator Loss: 1.4047... Generator Loss: 0.5156 Epoch 6/25...progress:10.05%....step:380/3780... Discriminator Loss: 0.9226... Generator Loss: 1.2203 Epoch 6/25...progress:10.32%....step:390/3780... Discriminator Loss: 2.0439... Generator Loss: 0.2338 Epoch 6/25...progress:10.58%....step:400/3780... Discriminator Loss: 1.5767... Generator Loss: 0.4146
Epoch 6/25...progress:10.85%....step:410/3780... Discriminator Loss: 2.8420... Generator Loss: 0.8339 Epoch 6/25...progress:11.11%....step:420/3780... Discriminator Loss: 1.2521... Generator Loss: 0.6591 Epoch 6/25...progress:11.38%....step:430/3780... Discriminator Loss: 2.1812... Generator Loss: 0.2195 Epoch 6/25...progress:11.64%....step:440/3780... Discriminator Loss: 1.5484... Generator Loss: 1.3483 Epoch 6/25...progress:11.90%....step:450/3780... Discriminator Loss: 1.7382... Generator Loss: 0.3545 Epoch 6/25...progress:12.17%....step:460/3780... Discriminator Loss: 1.0233... Generator Loss: 1.0901 Epoch 6/25...progress:12.43%....step:470/3780... Discriminator Loss: 1.9623... Generator Loss: 0.4160 Epoch 6/25...progress:12.70%....step:480/3780... Discriminator Loss: 0.9570... Generator Loss: 1.1475 Epoch 6/25...progress:12.96%....step:490/3780... Discriminator Loss: 1.3857... Generator Loss: 0.4896 Epoch 6/25...progress:13.23%....step:500/3780... Discriminator Loss: 1.7741... Generator Loss: 0.3311 Epoch 6/25...progress:13.49%....step:510/3780... Discriminator Loss: 1.0382... Generator Loss: 1.1667 Epoch 6/25...progress:13.76%....step:520/3780... Discriminator Loss: 1.3720... Generator Loss: 0.5108 Epoch 6/25...progress:14.02%....step:530/3780... Discriminator Loss: 1.7587... Generator Loss: 0.3074 Epoch 6/25...progress:14.29%....step:540/3780... Discriminator Loss: 1.2653... Generator Loss: 0.6022 Epoch 6/25...progress:14.55%....step:550/3780... Discriminator Loss: 1.1730... Generator Loss: 0.6986 Epoch 6/25...progress:14.81%....step:560/3780... Discriminator Loss: 1.6910... Generator Loss: 0.3596 Epoch 6/25...progress:15.08%....step:570/3780... Discriminator Loss: 1.4050... Generator Loss: 0.5063 Epoch 6/25...progress:15.34%....step:580/3780... Discriminator Loss: 1.9661... Generator Loss: 0.2415 Epoch 6/25...progress:15.61%....step:590/3780... Discriminator Loss: 1.3582... Generator Loss: 0.5702 Epoch 6/25...progress:15.87%....step:600/3780... Discriminator Loss: 1.2181... Generator Loss: 0.6935
Epoch 6/25...progress:16.14%....step:610/3780... Discriminator Loss: 1.5173... Generator Loss: 0.5053 Epoch 6/25...progress:16.40%....step:620/3780... Discriminator Loss: 2.0343... Generator Loss: 0.2334 Epoch 6/25...progress:16.67%....step:630/3780... Discriminator Loss: 1.2141... Generator Loss: 0.8538 Epoch 6/25...progress:16.93%....step:640/3780... Discriminator Loss: 2.2005... Generator Loss: 0.1980 Epoch 6/25...progress:17.20%....step:650/3780... Discriminator Loss: 2.1622... Generator Loss: 0.2074 Epoch 6/25...progress:17.46%....step:660/3780... Discriminator Loss: 2.0389... Generator Loss: 0.2316 Epoch 6/25...progress:17.72%....step:670/3780... Discriminator Loss: 1.5796... Generator Loss: 0.4376 Epoch 6/25...progress:17.99%....step:680/3780... Discriminator Loss: 1.9984... Generator Loss: 0.2783 Epoch 6/25...progress:18.25%....step:690/3780... Discriminator Loss: 1.6981... Generator Loss: 0.3420 Epoch 6/25...progress:18.52%....step:700/3780... Discriminator Loss: 1.6389... Generator Loss: 0.3683 Epoch 6/25...progress:18.78%....step:710/3780... Discriminator Loss: 1.4256... Generator Loss: 0.5963 Epoch 6/25...progress:19.05%....step:720/3780... Discriminator Loss: 1.3557... Generator Loss: 0.8927 Epoch 6/25...progress:19.31%....step:730/3780... Discriminator Loss: 1.2801... Generator Loss: 0.8604 Epoch 6/25...progress:19.58%....step:740/3780... Discriminator Loss: 1.6662... Generator Loss: 0.3469 Epoch 6/25...progress:19.84%....step:750/3780... Discriminator Loss: 2.3089... Generator Loss: 0.1715 Epoch 6/25...progress:20.11%....step:760/3780... Discriminator Loss: 1.5557... Generator Loss: 0.4145 Epoch 6/25...progress:20.37%....step:770/3780... Discriminator Loss: 1.9407... Generator Loss: 0.2517 Epoch 6/25...progress:20.63%....step:780/3780... Discriminator Loss: 2.3979... Generator Loss: 0.1565 Epoch 6/25...progress:20.90%....step:790/3780... Discriminator Loss: 1.4648... Generator Loss: 0.4590 Epoch 6/25...progress:21.16%....step:800/3780... Discriminator Loss: 1.4374... Generator Loss: 0.4773
Epoch 6/25...progress:21.43%....step:810/3780... Discriminator Loss: 1.8303... Generator Loss: 0.3367 Epoch 6/25...progress:21.69%....step:820/3780... Discriminator Loss: 1.9244... Generator Loss: 0.3012 Epoch 6/25...progress:21.96%....step:830/3780... Discriminator Loss: 1.1088... Generator Loss: 0.7648 Epoch 6/25...progress:22.22%....step:840/3780... Discriminator Loss: 1.3934... Generator Loss: 0.5758 Epoch 6/25...progress:22.49%....step:850/3780... Discriminator Loss: 1.5813... Generator Loss: 0.4796 Epoch 6/25...progress:22.75%....step:860/3780... Discriminator Loss: 1.5550... Generator Loss: 0.4271 Epoch 6/25...progress:23.02%....step:870/3780... Discriminator Loss: 1.5088... Generator Loss: 0.4614 Epoch 6/25...progress:23.28%....step:880/3780... Discriminator Loss: 1.9512... Generator Loss: 0.2999 Epoch 6/25...progress:23.54%....step:890/3780... Discriminator Loss: 1.3708... Generator Loss: 0.5195 Epoch 6/25...progress:23.81%....step:900/3780... Discriminator Loss: 1.2211... Generator Loss: 0.8757 Epoch 6/25...progress:24.07%....step:910/3780... Discriminator Loss: 1.2860... Generator Loss: 0.6030 Epoch 6/25...progress:24.34%....step:920/3780... Discriminator Loss: 1.0570... Generator Loss: 0.8562 Epoch 6/25...progress:24.60%....step:930/3780... Discriminator Loss: 1.6150... Generator Loss: 0.4369 Epoch 6/25...progress:24.87%....step:940/3780... Discriminator Loss: 1.7529... Generator Loss: 0.3637 Epoch 6/25...progress:25.13%....step:950/3780... Discriminator Loss: 2.3217... Generator Loss: 0.2246 Epoch 6/25...progress:25.40%....step:960/3780... Discriminator Loss: 1.6583... Generator Loss: 0.4918 Epoch 6/25...progress:25.66%....step:970/3780... Discriminator Loss: 1.5732... Generator Loss: 0.4100 Epoch 6/25...progress:25.93%....step:980/3780... Discriminator Loss: 1.4650... Generator Loss: 0.6686 Epoch 6/25...progress:26.19%....step:990/3780... Discriminator Loss: 1.4759... Generator Loss: 0.5061 Epoch 6/25...progress:26.46%....step:1000/3780... Discriminator Loss: 2.3557... Generator Loss: 0.1745
Epoch 6/25...progress:26.72%....step:1010/3780... Discriminator Loss: 1.6897... Generator Loss: 0.4162 Epoch 6/25...progress:26.98%....step:1020/3780... Discriminator Loss: 1.9868... Generator Loss: 0.3535 Epoch 6/25...progress:27.25%....step:1030/3780... Discriminator Loss: 1.6259... Generator Loss: 0.3737 Epoch 6/25...progress:27.51%....step:1040/3780... Discriminator Loss: 1.2277... Generator Loss: 0.8654 Epoch 6/25...progress:27.78%....step:1050/3780... Discriminator Loss: 1.8149... Generator Loss: 0.3010 Epoch 6/25...progress:28.04%....step:1060/3780... Discriminator Loss: 0.9833... Generator Loss: 0.9492 Epoch 6/25...progress:28.31%....step:1070/3780... Discriminator Loss: 1.2850... Generator Loss: 1.7687 Epoch 6/25...progress:28.57%....step:1080/3780... Discriminator Loss: 1.0111... Generator Loss: 0.8611 Epoch 6/25...progress:28.84%....step:1090/3780... Discriminator Loss: 1.6444... Generator Loss: 0.4166 Epoch 6/25...progress:29.10%....step:1100/3780... Discriminator Loss: 1.3639... Generator Loss: 0.5228 Epoch 6/25...progress:29.37%....step:1110/3780... Discriminator Loss: 1.3916... Generator Loss: 0.5944 Epoch 6/25...progress:29.63%....step:1120/3780... Discriminator Loss: 1.5031... Generator Loss: 0.6079 Epoch 6/25...progress:29.89%....step:1130/3780... Discriminator Loss: 1.5552... Generator Loss: 0.8138 Epoch 6/25...progress:30.16%....step:1140/3780... Discriminator Loss: 1.0979... Generator Loss: 0.8659 Epoch 6/25...progress:30.42%....step:1150/3780... Discriminator Loss: 1.0462... Generator Loss: 1.0052 Epoch 6/25...progress:30.69%....step:1160/3780... Discriminator Loss: 1.6778... Generator Loss: 0.3616 Epoch 6/25...progress:30.95%....step:1170/3780... Discriminator Loss: 1.7632... Generator Loss: 0.4743 Epoch 6/25...progress:31.22%....step:1180/3780... Discriminator Loss: 1.2235... Generator Loss: 0.7187 Epoch 6/25...progress:31.48%....step:1190/3780... Discriminator Loss: 1.7469... Generator Loss: 0.3442 Epoch 6/25...progress:31.75%....step:1200/3780... Discriminator Loss: 1.6193... Generator Loss: 0.6021
Epoch 6/25...progress:32.01%....step:1210/3780... Discriminator Loss: 1.6409... Generator Loss: 0.3683 Epoch 6/25...progress:32.28%....step:1220/3780... Discriminator Loss: 1.3615... Generator Loss: 0.5079 Epoch 6/25...progress:32.54%....step:1230/3780... Discriminator Loss: 1.3140... Generator Loss: 0.5561 Epoch 6/25...progress:32.80%....step:1240/3780... Discriminator Loss: 1.5892... Generator Loss: 0.3876 Epoch 6/25...progress:33.07%....step:1250/3780... Discriminator Loss: 1.0965... Generator Loss: 0.8020 Epoch 6/25...progress:33.33%....step:1260/3780... Discriminator Loss: 1.6017... Generator Loss: 0.4567 Epoch 6/25...progress:33.60%....step:1270/3780... Discriminator Loss: 1.7282... Generator Loss: 0.3838 Epoch 6/25...progress:33.86%....step:1280/3780... Discriminator Loss: 0.9937... Generator Loss: 0.9808 Epoch 6/25...progress:34.13%....step:1290/3780... Discriminator Loss: 1.2885... Generator Loss: 0.6359 Epoch 6/25...progress:34.39%....step:1300/3780... Discriminator Loss: 1.8781... Generator Loss: 0.2686 Epoch 6/25...progress:34.66%....step:1310/3780... Discriminator Loss: 1.4117... Generator Loss: 0.5360 Epoch 6/25...progress:34.92%....step:1320/3780... Discriminator Loss: 1.6033... Generator Loss: 0.3940 Epoch 6/25...progress:35.19%....step:1330/3780... Discriminator Loss: 1.3369... Generator Loss: 0.6226 Epoch 6/25...progress:35.45%....step:1340/3780... Discriminator Loss: 1.1180... Generator Loss: 0.8292 Epoch 6/25...progress:35.71%....step:1350/3780... Discriminator Loss: 1.3946... Generator Loss: 0.5957 Epoch 6/25...progress:35.98%....step:1360/3780... Discriminator Loss: 1.4138... Generator Loss: 0.5194 Epoch 6/25...progress:36.24%....step:1370/3780... Discriminator Loss: 1.5420... Generator Loss: 0.4192 Epoch 6/25...progress:36.51%....step:1380/3780... Discriminator Loss: 2.0106... Generator Loss: 0.2366 Epoch 6/25...progress:36.77%....step:1390/3780... Discriminator Loss: 1.5015... Generator Loss: 0.4360 Epoch 6/25...progress:37.04%....step:1400/3780... Discriminator Loss: 1.3077... Generator Loss: 0.5833
Epoch 6/25...progress:37.30%....step:1410/3780... Discriminator Loss: 1.0196... Generator Loss: 1.1310 Epoch 6/25...progress:37.57%....step:1420/3780... Discriminator Loss: 1.1099... Generator Loss: 0.7963 Epoch 6/25...progress:37.83%....step:1430/3780... Discriminator Loss: 1.1677... Generator Loss: 0.8608 Epoch 6/25...progress:38.10%....step:1440/3780... Discriminator Loss: 1.9194... Generator Loss: 0.2826 Epoch 6/25...progress:38.36%....step:1450/3780... Discriminator Loss: 1.2471... Generator Loss: 1.3851 Epoch 6/25...progress:38.62%....step:1460/3780... Discriminator Loss: 2.7487... Generator Loss: 0.1182 Epoch 6/25...progress:38.89%....step:1470/3780... Discriminator Loss: 1.4648... Generator Loss: 0.4940 Epoch 6/25...progress:39.15%....step:1480/3780... Discriminator Loss: 1.3826... Generator Loss: 0.6599 Epoch 6/25...progress:39.42%....step:1490/3780... Discriminator Loss: 1.4513... Generator Loss: 0.4691 Epoch 6/25...progress:39.68%....step:1500/3780... Discriminator Loss: 2.0214... Generator Loss: 0.2624 Epoch 6/25...progress:39.95%....step:1510/3780... Discriminator Loss: 1.4628... Generator Loss: 0.5231 Epoch 6/25...progress:40.21%....step:1520/3780... Discriminator Loss: 1.3052... Generator Loss: 0.5967 Epoch 6/25...progress:40.48%....step:1530/3780... Discriminator Loss: 1.6334... Generator Loss: 0.3822 Epoch 6/25...progress:40.74%....step:1540/3780... Discriminator Loss: 1.1213... Generator Loss: 0.7409 Epoch 6/25...progress:41.01%....step:1550/3780... Discriminator Loss: 1.8859... Generator Loss: 0.2846 Epoch 6/25...progress:41.27%....step:1560/3780... Discriminator Loss: 1.8370... Generator Loss: 0.3083 Epoch 6/25...progress:41.53%....step:1570/3780... Discriminator Loss: 1.3525... Generator Loss: 0.5902 Epoch 6/25...progress:41.80%....step:1580/3780... Discriminator Loss: 1.3388... Generator Loss: 0.5783 Epoch 6/25...progress:42.06%....step:1590/3780... Discriminator Loss: 1.0243... Generator Loss: 0.8995 Epoch 6/25...progress:42.33%....step:1600/3780... Discriminator Loss: 1.3486... Generator Loss: 0.7721
Epoch 6/25...progress:42.59%....step:1610/3780... Discriminator Loss: 1.4492... Generator Loss: 0.5689 Epoch 6/25...progress:42.86%....step:1620/3780... Discriminator Loss: 1.0550... Generator Loss: 1.0216 Epoch 6/25...progress:43.12%....step:1630/3780... Discriminator Loss: 1.1544... Generator Loss: 1.0257 Epoch 6/25...progress:43.39%....step:1640/3780... Discriminator Loss: 1.3254... Generator Loss: 1.1825 Epoch 6/25...progress:43.65%....step:1650/3780... Discriminator Loss: 0.9788... Generator Loss: 0.8999 Epoch 6/25...progress:43.92%....step:1660/3780... Discriminator Loss: 1.2597... Generator Loss: 0.6290 Epoch 6/25...progress:44.18%....step:1670/3780... Discriminator Loss: 0.8103... Generator Loss: 1.1491 Epoch 6/25...progress:44.44%....step:1680/3780... Discriminator Loss: 1.6463... Generator Loss: 0.6750 Epoch 6/25...progress:44.71%....step:1690/3780... Discriminator Loss: 1.5491... Generator Loss: 1.1136 Epoch 6/25...progress:44.97%....step:1700/3780... Discriminator Loss: 1.4949... Generator Loss: 0.4591 Epoch 6/25...progress:45.24%....step:1710/3780... Discriminator Loss: 2.2581... Generator Loss: 0.1799 Epoch 6/25...progress:45.50%....step:1720/3780... Discriminator Loss: 0.8399... Generator Loss: 1.7638 Epoch 6/25...progress:45.77%....step:1730/3780... Discriminator Loss: 1.2148... Generator Loss: 0.7030 Epoch 6/25...progress:46.03%....step:1740/3780... Discriminator Loss: 1.3338... Generator Loss: 0.8152 Epoch 6/25...progress:46.30%....step:1750/3780... Discriminator Loss: 1.7022... Generator Loss: 0.3658 Epoch 6/25...progress:46.56%....step:1760/3780... Discriminator Loss: 1.0514... Generator Loss: 0.8972 Epoch 6/25...progress:46.83%....step:1770/3780... Discriminator Loss: 1.3475... Generator Loss: 0.7308 Epoch 6/25...progress:47.09%....step:1780/3780... Discriminator Loss: 1.3875... Generator Loss: 0.5043 Epoch 6/25...progress:47.35%....step:1790/3780... Discriminator Loss: 1.4535... Generator Loss: 0.8569 Epoch 6/25...progress:47.62%....step:1800/3780... Discriminator Loss: 1.2887... Generator Loss: 0.5766
Epoch 6/25...progress:47.88%....step:1810/3780... Discriminator Loss: 2.0232... Generator Loss: 0.2350 Epoch 6/25...progress:48.15%....step:1820/3780... Discriminator Loss: 2.4161... Generator Loss: 0.1701 Epoch 6/25...progress:48.41%....step:1830/3780... Discriminator Loss: 0.9760... Generator Loss: 1.0557 Epoch 6/25...progress:48.68%....step:1840/3780... Discriminator Loss: 1.6908... Generator Loss: 0.3916 Epoch 6/25...progress:48.94%....step:1850/3780... Discriminator Loss: 1.2728... Generator Loss: 0.6633 Epoch 6/25...progress:49.21%....step:1860/3780... Discriminator Loss: 1.6869... Generator Loss: 0.3470 Epoch 6/25...progress:49.47%....step:1870/3780... Discriminator Loss: 1.3321... Generator Loss: 0.6620 Epoch 6/25...progress:49.74%....step:1880/3780... Discriminator Loss: 1.3264... Generator Loss: 0.5885 Epoch 6/25...progress:50.00%....step:1890/3780... Discriminator Loss: 1.6902... Generator Loss: 0.3958 Epoch 6/25...progress:50.26%....step:1900/3780... Discriminator Loss: 1.5535... Generator Loss: 0.4173 Epoch 6/25...progress:50.53%....step:1910/3780... Discriminator Loss: 1.2175... Generator Loss: 0.6472 Epoch 6/25...progress:50.79%....step:1920/3780... Discriminator Loss: 1.5293... Generator Loss: 0.4732 Epoch 6/25...progress:51.06%....step:1930/3780... Discriminator Loss: 1.7082... Generator Loss: 0.3549 Epoch 6/25...progress:51.32%....step:1940/3780... Discriminator Loss: 1.4890... Generator Loss: 0.4580 Epoch 6/25...progress:51.59%....step:1950/3780... Discriminator Loss: 2.2663... Generator Loss: 0.1866 Epoch 6/25...progress:51.85%....step:1960/3780... Discriminator Loss: 1.6386... Generator Loss: 0.4060 Epoch 6/25...progress:52.12%....step:1970/3780... Discriminator Loss: 0.8187... Generator Loss: 1.1673 Epoch 6/25...progress:52.38%....step:1980/3780... Discriminator Loss: 1.9331... Generator Loss: 0.2811 Epoch 6/25...progress:52.65%....step:1990/3780... Discriminator Loss: 1.9927... Generator Loss: 0.2525 Epoch 6/25...progress:52.91%....step:2000/3780... Discriminator Loss: 1.6823... Generator Loss: 0.3702
Epoch 6/25...progress:53.17%....step:2010/3780... Discriminator Loss: 1.2962... Generator Loss: 0.5725 Epoch 6/25...progress:53.44%....step:2020/3780... Discriminator Loss: 1.4973... Generator Loss: 0.5007 Epoch 6/25...progress:53.70%....step:2030/3780... Discriminator Loss: 1.2609... Generator Loss: 1.0090 Epoch 6/25...progress:53.97%....step:2040/3780... Discriminator Loss: 1.0996... Generator Loss: 0.7870 Epoch 6/25...progress:54.23%....step:2050/3780... Discriminator Loss: 1.3442... Generator Loss: 0.5601 Epoch 6/25...progress:54.50%....step:2060/3780... Discriminator Loss: 1.5407... Generator Loss: 1.1457 Epoch 6/25...progress:54.76%....step:2070/3780... Discriminator Loss: 1.0988... Generator Loss: 0.8048 Epoch 6/25...progress:55.03%....step:2080/3780... Discriminator Loss: 1.3542... Generator Loss: 0.6114 Epoch 6/25...progress:55.29%....step:2090/3780... Discriminator Loss: 1.1950... Generator Loss: 0.9875 Epoch 6/25...progress:55.56%....step:2100/3780... Discriminator Loss: 1.5650... Generator Loss: 0.4059 Epoch 6/25...progress:55.82%....step:2110/3780... Discriminator Loss: 1.4284... Generator Loss: 0.5311 Epoch 6/25...progress:56.08%....step:2120/3780... Discriminator Loss: 1.1950... Generator Loss: 0.7658 Epoch 6/25...progress:56.35%....step:2130/3780... Discriminator Loss: 1.7785... Generator Loss: 0.3152 Epoch 6/25...progress:56.61%....step:2140/3780... Discriminator Loss: 1.4888... Generator Loss: 0.4541 Epoch 6/25...progress:56.88%....step:2150/3780... Discriminator Loss: 1.1959... Generator Loss: 0.8085 Epoch 6/25...progress:57.14%....step:2160/3780... Discriminator Loss: 1.1790... Generator Loss: 1.2626 Epoch 6/25...progress:57.41%....step:2170/3780... Discriminator Loss: 0.9135... Generator Loss: 1.3005 Epoch 6/25...progress:57.67%....step:2180/3780... Discriminator Loss: 1.3672... Generator Loss: 0.7551 Epoch 6/25...progress:57.94%....step:2190/3780... Discriminator Loss: 1.1937... Generator Loss: 1.2752 Epoch 6/25...progress:58.20%....step:2200/3780... Discriminator Loss: 1.3736... Generator Loss: 0.7897
Epoch 6/25...progress:58.47%....step:2210/3780... Discriminator Loss: 2.0679... Generator Loss: 0.2418 Epoch 6/25...progress:58.73%....step:2220/3780... Discriminator Loss: 1.1557... Generator Loss: 0.9564 Epoch 6/25...progress:58.99%....step:2230/3780... Discriminator Loss: 1.0419... Generator Loss: 0.9862 Epoch 6/25...progress:59.26%....step:2240/3780... Discriminator Loss: 1.2581... Generator Loss: 0.6671 Epoch 6/25...progress:59.52%....step:2250/3780... Discriminator Loss: 1.7623... Generator Loss: 0.3919 Epoch 6/25...progress:59.79%....step:2260/3780... Discriminator Loss: 1.5677... Generator Loss: 0.9178 Epoch 6/25...progress:60.05%....step:2270/3780... Discriminator Loss: 2.4478... Generator Loss: 0.1605 Epoch 6/25...progress:60.32%....step:2280/3780... Discriminator Loss: 1.7847... Generator Loss: 0.3203 Epoch 6/25...progress:60.58%....step:2290/3780... Discriminator Loss: 1.5014... Generator Loss: 0.5125 Epoch 6/25...progress:60.85%....step:2300/3780... Discriminator Loss: 1.3213... Generator Loss: 0.5854 Epoch 6/25...progress:61.11%....step:2310/3780... Discriminator Loss: 2.4609... Generator Loss: 0.1506 Epoch 6/25...progress:61.38%....step:2320/3780... Discriminator Loss: 0.8408... Generator Loss: 1.2681 Epoch 6/25...progress:61.64%....step:2330/3780... Discriminator Loss: 1.5599... Generator Loss: 1.6024 Epoch 6/25...progress:61.90%....step:2340/3780... Discriminator Loss: 1.5767... Generator Loss: 0.3925 Epoch 6/25...progress:62.17%....step:2350/3780... Discriminator Loss: 1.6446... Generator Loss: 0.4102 Epoch 6/25...progress:62.43%....step:2360/3780... Discriminator Loss: 1.3091... Generator Loss: 0.7809 Epoch 6/25...progress:62.70%....step:2370/3780... Discriminator Loss: 2.0624... Generator Loss: 0.2478 Epoch 6/25...progress:62.96%....step:2380/3780... Discriminator Loss: 1.3233... Generator Loss: 0.5460 Epoch 6/25...progress:63.23%....step:2390/3780... Discriminator Loss: 1.2533... Generator Loss: 0.6979 Epoch 6/25...progress:63.49%....step:2400/3780... Discriminator Loss: 1.3512... Generator Loss: 0.5229
Epoch 6/25...progress:63.76%....step:2410/3780... Discriminator Loss: 0.8717... Generator Loss: 1.0995 Epoch 6/25...progress:64.02%....step:2420/3780... Discriminator Loss: 1.3314... Generator Loss: 0.5344 Epoch 6/25...progress:64.29%....step:2430/3780... Discriminator Loss: 2.7851... Generator Loss: 0.1191 Epoch 6/25...progress:64.55%....step:2440/3780... Discriminator Loss: 1.3808... Generator Loss: 0.7512 Epoch 6/25...progress:64.81%....step:2450/3780... Discriminator Loss: 1.3629... Generator Loss: 0.5942 Epoch 6/25...progress:65.08%....step:2460/3780... Discriminator Loss: 1.6378... Generator Loss: 0.3691 Epoch 6/25...progress:65.34%....step:2470/3780... Discriminator Loss: 2.1995... Generator Loss: 0.1976 Epoch 6/25...progress:65.61%....step:2480/3780... Discriminator Loss: 1.2023... Generator Loss: 0.7051 Epoch 6/25...progress:65.87%....step:2490/3780... Discriminator Loss: 0.8971... Generator Loss: 1.5600 Epoch 6/25...progress:66.14%....step:2500/3780... Discriminator Loss: 1.6584... Generator Loss: 0.3789 Epoch 6/25...progress:66.40%....step:2510/3780... Discriminator Loss: 1.8444... Generator Loss: 0.2861 Epoch 6/25...progress:66.67%....step:2520/3780... Discriminator Loss: 1.6434... Generator Loss: 0.4047 Epoch 6/25...progress:66.93%....step:2530/3780... Discriminator Loss: 1.8116... Generator Loss: 0.3106 Epoch 6/25...progress:67.20%....step:2540/3780... Discriminator Loss: 1.3245... Generator Loss: 0.6380 Epoch 6/25...progress:67.46%....step:2550/3780... Discriminator Loss: 2.0757... Generator Loss: 0.2169 Epoch 6/25...progress:67.72%....step:2560/3780... Discriminator Loss: 1.2593... Generator Loss: 0.6336 Epoch 6/25...progress:67.99%....step:2570/3780... Discriminator Loss: 1.3036... Generator Loss: 0.7451 Epoch 6/25...progress:68.25%....step:2580/3780... Discriminator Loss: 1.9871... Generator Loss: 0.2395 Epoch 6/25...progress:68.52%....step:2590/3780... Discriminator Loss: 1.4609... Generator Loss: 0.4757 Epoch 6/25...progress:68.78%....step:2600/3780... Discriminator Loss: 1.1615... Generator Loss: 0.7313
Epoch 6/25...progress:69.05%....step:2610/3780... Discriminator Loss: 1.3457... Generator Loss: 0.7191 Epoch 6/25...progress:69.31%....step:2620/3780... Discriminator Loss: 1.2959... Generator Loss: 0.7665 Epoch 6/25...progress:69.58%....step:2630/3780... Discriminator Loss: 1.8038... Generator Loss: 0.3420 Epoch 6/25...progress:69.84%....step:2640/3780... Discriminator Loss: 1.2586... Generator Loss: 0.9974 Epoch 6/25...progress:70.11%....step:2650/3780... Discriminator Loss: 2.4113... Generator Loss: 0.1657 Epoch 6/25...progress:70.37%....step:2660/3780... Discriminator Loss: 1.8064... Generator Loss: 0.3079 Epoch 6/25...progress:70.63%....step:2670/3780... Discriminator Loss: 1.5073... Generator Loss: 0.4309 Epoch 6/25...progress:70.90%....step:2680/3780... Discriminator Loss: 1.7907... Generator Loss: 0.3029 Epoch 6/25...progress:71.16%....step:2690/3780... Discriminator Loss: 1.3848... Generator Loss: 0.5131 Epoch 6/25...progress:71.43%....step:2700/3780... Discriminator Loss: 2.3818... Generator Loss: 0.1737 Epoch 6/25...progress:71.69%....step:2710/3780... Discriminator Loss: 2.0747... Generator Loss: 0.2568 Epoch 6/25...progress:71.96%....step:2720/3780... Discriminator Loss: 1.8328... Generator Loss: 0.3007 Epoch 6/25...progress:72.22%....step:2730/3780... Discriminator Loss: 1.5525... Generator Loss: 0.4772 Epoch 6/25...progress:72.49%....step:2740/3780... Discriminator Loss: 1.8628... Generator Loss: 0.2886 Epoch 6/25...progress:72.75%....step:2750/3780... Discriminator Loss: 1.7156... Generator Loss: 0.3238 Epoch 6/25...progress:73.02%....step:2760/3780... Discriminator Loss: 1.2304... Generator Loss: 0.6154 Epoch 6/25...progress:73.28%....step:2770/3780... Discriminator Loss: 1.2844... Generator Loss: 0.7953 Epoch 6/25...progress:73.54%....step:2780/3780... Discriminator Loss: 1.3346... Generator Loss: 0.6055 Epoch 6/25...progress:73.81%....step:2790/3780... Discriminator Loss: 1.5407... Generator Loss: 0.4608 Epoch 6/25...progress:74.07%....step:2800/3780... Discriminator Loss: 1.3538... Generator Loss: 0.8279
Epoch 6/25...progress:74.34%....step:2810/3780... Discriminator Loss: 1.8628... Generator Loss: 0.3041 Epoch 6/25...progress:74.60%....step:2820/3780... Discriminator Loss: 1.1365... Generator Loss: 0.8563 Epoch 6/25...progress:74.87%....step:2830/3780... Discriminator Loss: 1.1826... Generator Loss: 0.6650 Epoch 6/25...progress:75.13%....step:2840/3780... Discriminator Loss: 1.0585... Generator Loss: 0.9068 Epoch 6/25...progress:75.40%....step:2850/3780... Discriminator Loss: 2.4404... Generator Loss: 0.1667 Epoch 6/25...progress:75.66%....step:2860/3780... Discriminator Loss: 2.0725... Generator Loss: 0.2414 Epoch 6/25...progress:75.93%....step:2870/3780... Discriminator Loss: 1.5099... Generator Loss: 0.4341 Epoch 6/25...progress:76.19%....step:2880/3780... Discriminator Loss: 1.2441... Generator Loss: 1.4382 Epoch 6/25...progress:76.46%....step:2890/3780... Discriminator Loss: 1.4861... Generator Loss: 0.5448 Epoch 6/25...progress:76.72%....step:2900/3780... Discriminator Loss: 1.7735... Generator Loss: 0.3417 Epoch 6/25...progress:76.98%....step:2910/3780... Discriminator Loss: 1.6485... Generator Loss: 0.3980 Epoch 6/25...progress:77.25%....step:2920/3780... Discriminator Loss: 1.3116... Generator Loss: 0.6985 Epoch 6/25...progress:77.51%....step:2930/3780... Discriminator Loss: 1.5710... Generator Loss: 0.4389 Epoch 6/25...progress:77.78%....step:2940/3780... Discriminator Loss: 1.4634... Generator Loss: 0.4408 Epoch 6/25...progress:78.04%....step:2950/3780... Discriminator Loss: 1.7183... Generator Loss: 0.3589 Epoch 6/25...progress:78.31%....step:2960/3780... Discriminator Loss: 1.1226... Generator Loss: 1.1723 Epoch 6/25...progress:78.57%....step:2970/3780... Discriminator Loss: 1.1441... Generator Loss: 0.7512 Epoch 6/25...progress:78.84%....step:2980/3780... Discriminator Loss: 1.6844... Generator Loss: 0.3871 Epoch 6/25...progress:79.10%....step:2990/3780... Discriminator Loss: 1.6632... Generator Loss: 0.3850 Epoch 6/25...progress:79.37%....step:3000/3780... Discriminator Loss: 0.9717... Generator Loss: 1.4336
Epoch 6/25...progress:79.63%....step:3010/3780... Discriminator Loss: 0.9908... Generator Loss: 1.0751 Epoch 6/25...progress:79.89%....step:3020/3780... Discriminator Loss: 1.0364... Generator Loss: 0.9304 Epoch 6/25...progress:80.16%....step:3030/3780... Discriminator Loss: 1.5804... Generator Loss: 0.4506 Epoch 6/25...progress:80.42%....step:3040/3780... Discriminator Loss: 1.2343... Generator Loss: 0.7417 Epoch 6/25...progress:80.69%....step:3050/3780... Discriminator Loss: 1.2663... Generator Loss: 0.9352 Epoch 6/25...progress:80.95%....step:3060/3780... Discriminator Loss: 1.9877... Generator Loss: 0.2669 Epoch 6/25...progress:81.22%....step:3070/3780... Discriminator Loss: 1.2427... Generator Loss: 0.6788 Epoch 6/25...progress:81.48%....step:3080/3780... Discriminator Loss: 2.2900... Generator Loss: 0.1777 Epoch 6/25...progress:81.75%....step:3090/3780... Discriminator Loss: 1.3573... Generator Loss: 0.5247 Epoch 6/25...progress:82.01%....step:3100/3780... Discriminator Loss: 1.6495... Generator Loss: 1.2106 Epoch 6/25...progress:82.28%....step:3110/3780... Discriminator Loss: 1.2856... Generator Loss: 0.7053 Epoch 6/25...progress:82.54%....step:3120/3780... Discriminator Loss: 2.2140... Generator Loss: 0.2183 Epoch 6/25...progress:82.80%....step:3130/3780... Discriminator Loss: 1.5930... Generator Loss: 0.4354 Epoch 6/25...progress:83.07%....step:3140/3780... Discriminator Loss: 1.1133... Generator Loss: 1.2277 Epoch 6/25...progress:83.33%....step:3150/3780... Discriminator Loss: 0.9627... Generator Loss: 1.1759 Epoch 6/25...progress:83.60%....step:3160/3780... Discriminator Loss: 1.4257... Generator Loss: 0.4911 Epoch 6/25...progress:83.86%....step:3170/3780... Discriminator Loss: 1.6940... Generator Loss: 0.3627 Epoch 6/25...progress:84.13%....step:3180/3780... Discriminator Loss: 1.8594... Generator Loss: 0.3139 Epoch 6/25...progress:84.39%....step:3190/3780... Discriminator Loss: 1.0094... Generator Loss: 1.3383 Epoch 6/25...progress:84.66%....step:3200/3780... Discriminator Loss: 1.5421... Generator Loss: 0.4605
Epoch 6/25...progress:84.92%....step:3210/3780... Discriminator Loss: 1.7806... Generator Loss: 0.3202 Epoch 6/25...progress:85.19%....step:3220/3780... Discriminator Loss: 1.6327... Generator Loss: 0.3964 Epoch 6/25...progress:85.45%....step:3230/3780... Discriminator Loss: 1.3947... Generator Loss: 0.4931 Epoch 6/25...progress:85.71%....step:3240/3780... Discriminator Loss: 1.6192... Generator Loss: 0.3844 Epoch 6/25...progress:85.98%....step:3250/3780... Discriminator Loss: 1.4480... Generator Loss: 0.6863 Epoch 6/25...progress:86.24%....step:3260/3780... Discriminator Loss: 2.3857... Generator Loss: 0.1829 Epoch 6/25...progress:86.51%....step:3270/3780... Discriminator Loss: 1.3402... Generator Loss: 0.5643 Epoch 6/25...progress:86.77%....step:3280/3780... Discriminator Loss: 1.2248... Generator Loss: 0.6376 Epoch 6/25...progress:87.04%....step:3290/3780... Discriminator Loss: 1.7932... Generator Loss: 0.3564 Epoch 6/25...progress:87.30%....step:3300/3780... Discriminator Loss: 1.2896... Generator Loss: 0.7783 Epoch 6/25...progress:87.57%....step:3310/3780... Discriminator Loss: 1.3121... Generator Loss: 0.5613 Epoch 6/25...progress:87.83%....step:3320/3780... Discriminator Loss: 1.2588... Generator Loss: 0.7267 Epoch 6/25...progress:88.10%....step:3330/3780... Discriminator Loss: 1.4036... Generator Loss: 0.6492 Epoch 6/25...progress:88.36%....step:3340/3780... Discriminator Loss: 1.0946... Generator Loss: 0.7615 Epoch 6/25...progress:88.62%....step:3350/3780... Discriminator Loss: 1.7246... Generator Loss: 0.3868 Epoch 6/25...progress:88.89%....step:3360/3780... Discriminator Loss: 1.5446... Generator Loss: 0.5746 Epoch 6/25...progress:89.15%....step:3370/3780... Discriminator Loss: 1.4783... Generator Loss: 0.5110 Epoch 6/25...progress:89.42%....step:3380/3780... Discriminator Loss: 1.2215... Generator Loss: 0.6382 Epoch 6/25...progress:89.68%....step:3390/3780... Discriminator Loss: 1.5739... Generator Loss: 0.3903 Epoch 6/25...progress:89.95%....step:3400/3780... Discriminator Loss: 2.1745... Generator Loss: 0.1989
Epoch 6/25...progress:90.21%....step:3410/3780... Discriminator Loss: 1.4059... Generator Loss: 0.6236 Epoch 6/25...progress:90.48%....step:3420/3780... Discriminator Loss: 1.3417... Generator Loss: 0.6088 Epoch 6/25...progress:90.74%....step:3430/3780... Discriminator Loss: 1.5731... Generator Loss: 0.4074 Epoch 6/25...progress:91.01%....step:3440/3780... Discriminator Loss: 1.1149... Generator Loss: 1.0939 Epoch 6/25...progress:91.27%....step:3450/3780... Discriminator Loss: 2.0612... Generator Loss: 0.2471 Epoch 6/25...progress:91.53%....step:3460/3780... Discriminator Loss: 1.6826... Generator Loss: 0.3740 Epoch 6/25...progress:91.80%....step:3470/3780... Discriminator Loss: 1.4218... Generator Loss: 0.6755 Epoch 6/25...progress:92.06%....step:3480/3780... Discriminator Loss: 1.3604... Generator Loss: 0.7508 Epoch 6/25...progress:92.33%....step:3490/3780... Discriminator Loss: 1.7735... Generator Loss: 1.2072 Epoch 6/25...progress:92.59%....step:3500/3780... Discriminator Loss: 1.6416... Generator Loss: 0.3820 Epoch 6/25...progress:92.86%....step:3510/3780... Discriminator Loss: 1.4757... Generator Loss: 0.5484 Epoch 6/25...progress:93.12%....step:3520/3780... Discriminator Loss: 1.8680... Generator Loss: 0.2990 Epoch 6/25...progress:93.39%....step:3530/3780... Discriminator Loss: 1.4027... Generator Loss: 0.7974 Epoch 6/25...progress:93.65%....step:3540/3780... Discriminator Loss: 0.9587... Generator Loss: 1.2471 Epoch 6/25...progress:93.92%....step:3550/3780... Discriminator Loss: 1.4943... Generator Loss: 0.4502 Epoch 6/25...progress:94.18%....step:3560/3780... Discriminator Loss: 1.3054... Generator Loss: 0.8343 Epoch 6/25...progress:94.44%....step:3570/3780... Discriminator Loss: 1.4296... Generator Loss: 0.5126 Epoch 6/25...progress:94.71%....step:3580/3780... Discriminator Loss: 1.4700... Generator Loss: 0.4660 Epoch 6/25...progress:94.97%....step:3590/3780... Discriminator Loss: 1.9701... Generator Loss: 0.2485 Epoch 6/25...progress:95.24%....step:3600/3780... Discriminator Loss: 2.1452... Generator Loss: 0.2214
Epoch 6/25...progress:95.50%....step:3610/3780... Discriminator Loss: 1.2983... Generator Loss: 1.1727 Epoch 6/25...progress:95.77%....step:3620/3780... Discriminator Loss: 1.5536... Generator Loss: 0.4661 Epoch 6/25...progress:96.03%....step:3630/3780... Discriminator Loss: 1.9805... Generator Loss: 0.2527 Epoch 6/25...progress:96.30%....step:3640/3780... Discriminator Loss: 1.0552... Generator Loss: 0.8563 Epoch 6/25...progress:96.56%....step:3650/3780... Discriminator Loss: 1.0146... Generator Loss: 0.8512 Epoch 6/25...progress:96.83%....step:3660/3780... Discriminator Loss: 2.3805... Generator Loss: 0.1854 Epoch 6/25...progress:97.09%....step:3670/3780... Discriminator Loss: 1.8109... Generator Loss: 0.2908 Epoch 6/25...progress:97.35%....step:3680/3780... Discriminator Loss: 1.6501... Generator Loss: 0.3913 Epoch 6/25...progress:97.62%....step:3690/3780... Discriminator Loss: 1.3829... Generator Loss: 0.6381 Epoch 6/25...progress:97.88%....step:3700/3780... Discriminator Loss: 2.0553... Generator Loss: 0.2644 Epoch 6/25...progress:98.15%....step:3710/3780... Discriminator Loss: 1.3139... Generator Loss: 0.8651 Epoch 6/25...progress:98.41%....step:3720/3780... Discriminator Loss: 2.0047... Generator Loss: 0.2972 Epoch 6/25...progress:98.68%....step:3730/3780... Discriminator Loss: 0.8072... Generator Loss: 1.3945 Epoch 6/25...progress:98.94%....step:3740/3780... Discriminator Loss: 1.1766... Generator Loss: 0.8895 Epoch 6/25...progress:99.21%....step:3750/3780... Discriminator Loss: 0.7865... Generator Loss: 1.2826 Epoch 6/25...progress:99.47%....step:3760/3780... Discriminator Loss: 2.0572... Generator Loss: 0.2535 Epoch 6/25...progress:99.74%....step:3770/3780... Discriminator Loss: 1.2405... Generator Loss: 0.7725 STARTING epoch: 6 , steps: 3780 ........ Epoch 7/25...progress:0.00%....step:0/3780... Discriminator Loss: 1.6502... Generator Loss: 0.3722
Epoch 7/25...progress:0.26%....step:10/3780... Discriminator Loss: 1.3020... Generator Loss: 0.6217 Epoch 7/25...progress:0.53%....step:20/3780... Discriminator Loss: 1.8578... Generator Loss: 0.2884 Epoch 7/25...progress:0.79%....step:30/3780... Discriminator Loss: 1.2502... Generator Loss: 0.7108 Epoch 7/25...progress:1.06%....step:40/3780... Discriminator Loss: 2.3818... Generator Loss: 0.1768 Epoch 7/25...progress:1.32%....step:50/3780... Discriminator Loss: 1.3324... Generator Loss: 0.5675 Epoch 7/25...progress:1.59%....step:60/3780... Discriminator Loss: 1.9486... Generator Loss: 0.2865 Epoch 7/25...progress:1.85%....step:70/3780... Discriminator Loss: 1.5753... Generator Loss: 0.3776 Epoch 7/25...progress:2.12%....step:80/3780... Discriminator Loss: 2.4594... Generator Loss: 0.1722 Epoch 7/25...progress:2.38%....step:90/3780... Discriminator Loss: 1.6500... Generator Loss: 0.3720 Epoch 7/25...progress:2.65%....step:100/3780... Discriminator Loss: 1.7249... Generator Loss: 0.3344 Epoch 7/25...progress:2.91%....step:110/3780... Discriminator Loss: 1.4001... Generator Loss: 0.5535 Epoch 7/25...progress:3.17%....step:120/3780... Discriminator Loss: 1.9607... Generator Loss: 0.2596 Epoch 7/25...progress:3.44%....step:130/3780... Discriminator Loss: 1.8879... Generator Loss: 0.2934 Epoch 7/25...progress:3.70%....step:140/3780... Discriminator Loss: 1.1549... Generator Loss: 0.7995 Epoch 7/25...progress:3.97%....step:150/3780... Discriminator Loss: 1.2816... Generator Loss: 0.8541 Epoch 7/25...progress:4.23%....step:160/3780... Discriminator Loss: 1.9715... Generator Loss: 0.2654 Epoch 7/25...progress:4.50%....step:170/3780... Discriminator Loss: 2.2739... Generator Loss: 0.2007 Epoch 7/25...progress:4.76%....step:180/3780... Discriminator Loss: 1.8360... Generator Loss: 0.2996 Epoch 7/25...progress:5.03%....step:190/3780... Discriminator Loss: 1.0548... Generator Loss: 1.1327 Epoch 7/25...progress:5.29%....step:200/3780... Discriminator Loss: 1.1786... Generator Loss: 0.7606
Epoch 7/25...progress:5.56%....step:210/3780... Discriminator Loss: 1.3736... Generator Loss: 0.5904 Epoch 7/25...progress:5.82%....step:220/3780... Discriminator Loss: 1.2897... Generator Loss: 1.0054 Epoch 7/25...progress:6.08%....step:230/3780... Discriminator Loss: 1.6836... Generator Loss: 0.5085 Epoch 7/25...progress:6.35%....step:240/3780... Discriminator Loss: 2.3401... Generator Loss: 0.1852 Epoch 7/25...progress:6.61%....step:250/3780... Discriminator Loss: 1.0336... Generator Loss: 0.8162 Epoch 7/25...progress:6.88%....step:260/3780... Discriminator Loss: 1.1399... Generator Loss: 0.8664 Epoch 7/25...progress:7.14%....step:270/3780... Discriminator Loss: 2.2256... Generator Loss: 0.2238 Epoch 7/25...progress:7.41%....step:280/3780... Discriminator Loss: 1.8117... Generator Loss: 0.2944 Epoch 7/25...progress:7.67%....step:290/3780... Discriminator Loss: 1.2305... Generator Loss: 0.5963 Epoch 7/25...progress:7.94%....step:300/3780... Discriminator Loss: 1.9637... Generator Loss: 0.2662 Epoch 7/25...progress:8.20%....step:310/3780... Discriminator Loss: 1.1255... Generator Loss: 0.8911 Epoch 7/25...progress:8.47%....step:320/3780... Discriminator Loss: 1.3415... Generator Loss: 0.6123 Epoch 7/25...progress:8.73%....step:330/3780... Discriminator Loss: 1.5692... Generator Loss: 0.4087 Epoch 7/25...progress:8.99%....step:340/3780... Discriminator Loss: 1.4795... Generator Loss: 0.4387 Epoch 7/25...progress:9.26%....step:350/3780... Discriminator Loss: 1.2912... Generator Loss: 0.7401 Epoch 7/25...progress:9.52%....step:360/3780... Discriminator Loss: 1.2944... Generator Loss: 0.6310 Epoch 7/25...progress:9.79%....step:370/3780... Discriminator Loss: 1.4812... Generator Loss: 0.4498 Epoch 7/25...progress:10.05%....step:380/3780... Discriminator Loss: 1.0647... Generator Loss: 0.8796 Epoch 7/25...progress:10.32%....step:390/3780... Discriminator Loss: 2.2005... Generator Loss: 0.2342 Epoch 7/25...progress:10.58%....step:400/3780... Discriminator Loss: 1.1304... Generator Loss: 0.8880
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Epoch 7/25...progress:37.30%....step:1410/3780... Discriminator Loss: 1.9427... Generator Loss: 0.2604 Epoch 7/25...progress:37.57%....step:1420/3780... Discriminator Loss: 1.3590... Generator Loss: 0.6445 Epoch 7/25...progress:37.83%....step:1430/3780... Discriminator Loss: 1.2949... Generator Loss: 0.8220 Epoch 7/25...progress:38.10%....step:1440/3780... Discriminator Loss: 2.0973... Generator Loss: 0.2157 Epoch 7/25...progress:38.36%....step:1450/3780... Discriminator Loss: 1.0047... Generator Loss: 0.9608 Epoch 7/25...progress:38.62%....step:1460/3780... Discriminator Loss: 1.9367... Generator Loss: 0.2848 Epoch 7/25...progress:38.89%....step:1470/3780... Discriminator Loss: 1.1646... Generator Loss: 0.7360 Epoch 7/25...progress:39.15%....step:1480/3780... Discriminator Loss: 2.1657... Generator Loss: 0.1965 Epoch 7/25...progress:39.42%....step:1490/3780... Discriminator Loss: 2.3357... Generator Loss: 2.1644 Epoch 7/25...progress:39.68%....step:1500/3780... Discriminator Loss: 1.4528... Generator Loss: 0.4825 Epoch 7/25...progress:39.95%....step:1510/3780... Discriminator Loss: 1.5270... Generator Loss: 0.4344 Epoch 7/25...progress:40.21%....step:1520/3780... Discriminator Loss: 1.3952... Generator Loss: 0.6245 Epoch 7/25...progress:40.48%....step:1530/3780... Discriminator Loss: 1.5209... Generator Loss: 0.4254 Epoch 7/25...progress:40.74%....step:1540/3780... Discriminator Loss: 1.5634... Generator Loss: 0.4332 Epoch 7/25...progress:41.01%....step:1550/3780... Discriminator Loss: 1.4712... Generator Loss: 0.4544 Epoch 7/25...progress:41.27%....step:1560/3780... Discriminator Loss: 1.8082... Generator Loss: 0.3345 Epoch 7/25...progress:41.53%....step:1570/3780... Discriminator Loss: 1.7489... Generator Loss: 0.3738 Epoch 7/25...progress:41.80%....step:1580/3780... Discriminator Loss: 1.7304... Generator Loss: 0.3415 Epoch 7/25...progress:42.06%....step:1590/3780... Discriminator Loss: 1.1782... Generator Loss: 0.9695 Epoch 7/25...progress:42.33%....step:1600/3780... Discriminator Loss: 0.9451... Generator Loss: 1.2919
Epoch 7/25...progress:42.59%....step:1610/3780... Discriminator Loss: 1.1905... Generator Loss: 0.8428 Epoch 7/25...progress:42.86%....step:1620/3780... Discriminator Loss: 1.3901... Generator Loss: 0.6668 Epoch 7/25...progress:43.12%....step:1630/3780... Discriminator Loss: 1.1251... Generator Loss: 0.8586 Epoch 7/25...progress:43.39%....step:1640/3780... Discriminator Loss: 1.4615... Generator Loss: 0.6044 Epoch 7/25...progress:43.65%....step:1650/3780... Discriminator Loss: 1.2933... Generator Loss: 0.6058 Epoch 7/25...progress:43.92%....step:1660/3780... Discriminator Loss: 1.3622... Generator Loss: 0.5902 Epoch 7/25...progress:44.18%....step:1670/3780... Discriminator Loss: 0.7950... Generator Loss: 1.2834 Epoch 7/25...progress:44.44%....step:1680/3780... Discriminator Loss: 1.0430... Generator Loss: 0.9833 Epoch 7/25...progress:44.71%....step:1690/3780... Discriminator Loss: 2.3994... Generator Loss: 0.1525 Epoch 7/25...progress:44.97%....step:1700/3780... Discriminator Loss: 1.2417... Generator Loss: 0.6991 Epoch 7/25...progress:45.24%....step:1710/3780... Discriminator Loss: 2.2425... Generator Loss: 0.1916 Epoch 7/25...progress:45.50%....step:1720/3780... Discriminator Loss: 2.7723... Generator Loss: 0.1168 Epoch 7/25...progress:45.77%....step:1730/3780... Discriminator Loss: 1.6371... Generator Loss: 0.4384 Epoch 7/25...progress:46.03%....step:1740/3780... Discriminator Loss: 1.1667... Generator Loss: 0.9109 Epoch 7/25...progress:46.30%....step:1750/3780... Discriminator Loss: 1.3266... Generator Loss: 0.5312 Epoch 7/25...progress:46.56%....step:1760/3780... Discriminator Loss: 1.9067... Generator Loss: 0.2919 Epoch 7/25...progress:46.83%....step:1770/3780... Discriminator Loss: 1.4299... Generator Loss: 0.5344 Epoch 7/25...progress:47.09%....step:1780/3780... Discriminator Loss: 1.1985... Generator Loss: 0.8556 Epoch 7/25...progress:47.35%....step:1790/3780... Discriminator Loss: 1.3320... Generator Loss: 0.6291 Epoch 7/25...progress:47.62%....step:1800/3780... Discriminator Loss: 1.8100... Generator Loss: 0.3084
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Epoch 7/25...progress:53.17%....step:2010/3780... Discriminator Loss: 1.7815... Generator Loss: 0.3330 Epoch 7/25...progress:53.44%....step:2020/3780... Discriminator Loss: 1.4958... Generator Loss: 0.4962 Epoch 7/25...progress:53.70%....step:2030/3780... Discriminator Loss: 1.2881... Generator Loss: 0.8504 Epoch 7/25...progress:53.97%....step:2040/3780... Discriminator Loss: 1.4406... Generator Loss: 0.5733 Epoch 7/25...progress:54.23%....step:2050/3780... Discriminator Loss: 1.6957... Generator Loss: 0.4262 Epoch 7/25...progress:54.50%....step:2060/3780... Discriminator Loss: 2.0780... Generator Loss: 1.5036 Epoch 7/25...progress:54.76%....step:2070/3780... Discriminator Loss: 1.2213... Generator Loss: 0.7348 Epoch 7/25...progress:55.03%....step:2080/3780... Discriminator Loss: 1.6494... Generator Loss: 0.3864 Epoch 7/25...progress:55.29%....step:2090/3780... Discriminator Loss: 1.5101... Generator Loss: 0.5057 Epoch 7/25...progress:55.56%....step:2100/3780... Discriminator Loss: 1.5060... Generator Loss: 0.4404 Epoch 7/25...progress:55.82%....step:2110/3780... Discriminator Loss: 1.1836... Generator Loss: 0.8689 Epoch 7/25...progress:56.08%....step:2120/3780... Discriminator Loss: 1.3698... Generator Loss: 0.5183 Epoch 7/25...progress:56.35%....step:2130/3780... Discriminator Loss: 2.0100... Generator Loss: 0.2626 Epoch 7/25...progress:56.61%....step:2140/3780... Discriminator Loss: 1.5681... Generator Loss: 0.4538 Epoch 7/25...progress:56.88%....step:2150/3780... Discriminator Loss: 1.5104... Generator Loss: 0.4459 Epoch 7/25...progress:57.14%....step:2160/3780... Discriminator Loss: 1.3083... Generator Loss: 0.6811 Epoch 7/25...progress:57.41%....step:2170/3780... Discriminator Loss: 0.7140... Generator Loss: 1.6208 Epoch 7/25...progress:57.67%....step:2180/3780... Discriminator Loss: 1.1364... Generator Loss: 1.0409 Epoch 7/25...progress:57.94%....step:2190/3780... Discriminator Loss: 1.5009... Generator Loss: 0.4802 Epoch 7/25...progress:58.20%....step:2200/3780... Discriminator Loss: 1.2104... Generator Loss: 0.6869
Epoch 7/25...progress:58.47%....step:2210/3780... Discriminator Loss: 2.0611... Generator Loss: 0.2375 Epoch 7/25...progress:58.73%....step:2220/3780... Discriminator Loss: 1.1749... Generator Loss: 0.8326 Epoch 7/25...progress:58.99%....step:2230/3780... Discriminator Loss: 1.0819... Generator Loss: 0.8906 Epoch 7/25...progress:59.26%....step:2240/3780... Discriminator Loss: 1.0425... Generator Loss: 1.3960 Epoch 7/25...progress:59.52%....step:2250/3780... Discriminator Loss: 1.4963... Generator Loss: 0.5083 Epoch 7/25...progress:59.79%....step:2260/3780... Discriminator Loss: 1.5521... Generator Loss: 0.5279 Epoch 7/25...progress:60.05%....step:2270/3780... Discriminator Loss: 1.9301... Generator Loss: 0.2945 Epoch 7/25...progress:60.32%....step:2280/3780... Discriminator Loss: 1.2950... Generator Loss: 0.5767 Epoch 7/25...progress:60.58%....step:2290/3780... Discriminator Loss: 0.9357... Generator Loss: 1.2217 Epoch 7/25...progress:60.85%....step:2300/3780... Discriminator Loss: 1.2107... Generator Loss: 0.7405 Epoch 7/25...progress:61.11%....step:2310/3780... Discriminator Loss: 2.1201... Generator Loss: 0.2428 Epoch 7/25...progress:61.38%....step:2320/3780... Discriminator Loss: 1.0066... Generator Loss: 0.9394 Epoch 7/25...progress:61.64%....step:2330/3780... Discriminator Loss: 1.4552... Generator Loss: 0.5005 Epoch 7/25...progress:61.90%....step:2340/3780... Discriminator Loss: 1.5815... Generator Loss: 0.4301 Epoch 7/25...progress:62.17%....step:2350/3780... Discriminator Loss: 1.4541... Generator Loss: 0.6145 Epoch 7/25...progress:62.43%....step:2360/3780... Discriminator Loss: 1.3984... Generator Loss: 1.2431 Epoch 7/25...progress:62.70%....step:2370/3780... Discriminator Loss: 2.2135... Generator Loss: 0.1955 Epoch 7/25...progress:62.96%....step:2380/3780... Discriminator Loss: 1.2277... Generator Loss: 0.7906 Epoch 7/25...progress:63.23%....step:2390/3780... Discriminator Loss: 1.2013... Generator Loss: 0.7490 Epoch 7/25...progress:63.49%....step:2400/3780... Discriminator Loss: 1.8148... Generator Loss: 0.3022
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Epoch 7/25...progress:84.92%....step:3210/3780... Discriminator Loss: 1.8608... Generator Loss: 0.2893 Epoch 7/25...progress:85.19%....step:3220/3780... Discriminator Loss: 1.3465... Generator Loss: 0.5944 Epoch 7/25...progress:85.45%....step:3230/3780... Discriminator Loss: 2.0026... Generator Loss: 0.2559 Epoch 7/25...progress:85.71%....step:3240/3780... Discriminator Loss: 1.2014... Generator Loss: 0.8504 Epoch 7/25...progress:85.98%....step:3250/3780... Discriminator Loss: 2.1095... Generator Loss: 0.2384 Epoch 7/25...progress:86.24%....step:3260/3780... Discriminator Loss: 2.1197... Generator Loss: 0.2221 Epoch 7/25...progress:86.51%....step:3270/3780... Discriminator Loss: 1.0248... Generator Loss: 0.9713 Epoch 7/25...progress:86.77%....step:3280/3780... Discriminator Loss: 1.0758... Generator Loss: 0.8984 Epoch 7/25...progress:87.04%....step:3290/3780... Discriminator Loss: 1.0909... Generator Loss: 0.9351 Epoch 7/25...progress:87.30%....step:3300/3780... Discriminator Loss: 1.0285... Generator Loss: 0.8119 Epoch 7/25...progress:87.57%....step:3310/3780... Discriminator Loss: 1.3229... Generator Loss: 0.9006 Epoch 7/25...progress:87.83%....step:3320/3780... Discriminator Loss: 1.4735... Generator Loss: 0.6189 Epoch 7/25...progress:88.10%....step:3330/3780... Discriminator Loss: 1.4442... Generator Loss: 0.6128 Epoch 7/25...progress:88.36%....step:3340/3780... Discriminator Loss: 0.8726... Generator Loss: 1.1479 Epoch 7/25...progress:88.62%....step:3350/3780... Discriminator Loss: 1.7834... Generator Loss: 0.3523 Epoch 7/25...progress:88.89%....step:3360/3780... Discriminator Loss: 1.5937... Generator Loss: 0.4287 Epoch 7/25...progress:89.15%....step:3370/3780... Discriminator Loss: 1.3609... Generator Loss: 0.8060 Epoch 7/25...progress:89.42%....step:3380/3780... Discriminator Loss: 1.6986... Generator Loss: 0.3555 Epoch 7/25...progress:89.68%....step:3390/3780... Discriminator Loss: 1.9219... Generator Loss: 0.2912 Epoch 7/25...progress:89.95%....step:3400/3780... Discriminator Loss: 1.6811... Generator Loss: 0.7756
Epoch 7/25...progress:90.21%....step:3410/3780... Discriminator Loss: 1.4931... Generator Loss: 0.5178 Epoch 7/25...progress:90.48%....step:3420/3780... Discriminator Loss: 1.2899... Generator Loss: 0.6140 Epoch 7/25...progress:90.74%....step:3430/3780... Discriminator Loss: 1.7026... Generator Loss: 0.4388 Epoch 7/25...progress:91.01%....step:3440/3780... Discriminator Loss: 1.0468... Generator Loss: 1.1963 Epoch 7/25...progress:91.27%....step:3450/3780... Discriminator Loss: 1.9706... Generator Loss: 0.2747 Epoch 7/25...progress:91.53%....step:3460/3780... Discriminator Loss: 1.9700... Generator Loss: 0.2642 Epoch 7/25...progress:91.80%....step:3470/3780... Discriminator Loss: 1.6874... Generator Loss: 0.3686 Epoch 7/25...progress:92.06%....step:3480/3780... Discriminator Loss: 1.9270... Generator Loss: 0.2839 Epoch 7/25...progress:92.33%....step:3490/3780... Discriminator Loss: 1.3025... Generator Loss: 0.8673 Epoch 7/25...progress:92.59%....step:3500/3780... Discriminator Loss: 1.5692... Generator Loss: 0.6501 Epoch 7/25...progress:92.86%....step:3510/3780... Discriminator Loss: 1.7827... Generator Loss: 0.3207 Epoch 7/25...progress:93.12%....step:3520/3780... Discriminator Loss: 1.9140... Generator Loss: 0.3130 Epoch 7/25...progress:93.39%....step:3530/3780... Discriminator Loss: 1.4500... Generator Loss: 0.5146 Epoch 7/25...progress:93.65%....step:3540/3780... Discriminator Loss: 0.9200... Generator Loss: 1.1421 Epoch 7/25...progress:93.92%....step:3550/3780... Discriminator Loss: 1.4220... Generator Loss: 0.5887 Epoch 7/25...progress:94.18%....step:3560/3780... Discriminator Loss: 1.0620... Generator Loss: 1.0378 Epoch 7/25...progress:94.44%....step:3570/3780... Discriminator Loss: 1.6550... Generator Loss: 0.4057 Epoch 7/25...progress:94.71%....step:3580/3780... Discriminator Loss: 2.0162... Generator Loss: 0.2627 Epoch 7/25...progress:94.97%....step:3590/3780... Discriminator Loss: 2.0221... Generator Loss: 0.2294 Epoch 7/25...progress:95.24%....step:3600/3780... Discriminator Loss: 1.8026... Generator Loss: 0.3211
Epoch 7/25...progress:95.50%....step:3610/3780... Discriminator Loss: 1.6667... Generator Loss: 0.3657 Epoch 7/25...progress:95.77%....step:3620/3780... Discriminator Loss: 1.3378... Generator Loss: 0.5956 Epoch 7/25...progress:96.03%....step:3630/3780... Discriminator Loss: 1.6911... Generator Loss: 0.3733 Epoch 7/25...progress:96.30%....step:3640/3780... Discriminator Loss: 1.4711... Generator Loss: 0.5676 Epoch 7/25...progress:96.56%....step:3650/3780... Discriminator Loss: 1.0256... Generator Loss: 0.9427 Epoch 7/25...progress:96.83%....step:3660/3780... Discriminator Loss: 1.8428... Generator Loss: 0.3057 Epoch 7/25...progress:97.09%....step:3670/3780... Discriminator Loss: 1.7339... Generator Loss: 0.3210 Epoch 7/25...progress:97.35%....step:3680/3780... Discriminator Loss: 1.9310... Generator Loss: 0.3361 Epoch 7/25...progress:97.62%....step:3690/3780... Discriminator Loss: 1.2245... Generator Loss: 0.7675 Epoch 7/25...progress:97.88%....step:3700/3780... Discriminator Loss: 1.8882... Generator Loss: 0.3079 Epoch 7/25...progress:98.15%....step:3710/3780... Discriminator Loss: 1.5053... Generator Loss: 0.6871 Epoch 7/25...progress:98.41%....step:3720/3780... Discriminator Loss: 1.8450... Generator Loss: 0.2955 Epoch 7/25...progress:98.68%....step:3730/3780... Discriminator Loss: 0.7877... Generator Loss: 1.3571 Epoch 7/25...progress:98.94%....step:3740/3780... Discriminator Loss: 1.2108... Generator Loss: 0.8160 Epoch 7/25...progress:99.21%....step:3750/3780... Discriminator Loss: 1.3204... Generator Loss: 0.5732 Epoch 7/25...progress:99.47%....step:3760/3780... Discriminator Loss: 2.1230... Generator Loss: 0.2216 Epoch 7/25...progress:99.74%....step:3770/3780... Discriminator Loss: 1.8632... Generator Loss: 0.2925 STARTING epoch: 7 , steps: 3780 ........ Epoch 8/25...progress:0.00%....step:0/3780... Discriminator Loss: 1.7108... Generator Loss: 0.3831
Epoch 8/25...progress:0.26%....step:10/3780... Discriminator Loss: 1.6782... Generator Loss: 0.4136 Epoch 8/25...progress:0.53%....step:20/3780... Discriminator Loss: 1.6137... Generator Loss: 0.3930 Epoch 8/25...progress:0.79%....step:30/3780... Discriminator Loss: 1.0590... Generator Loss: 0.8090 Epoch 8/25...progress:1.06%....step:40/3780... Discriminator Loss: 1.8886... Generator Loss: 0.2749 Epoch 8/25...progress:1.32%....step:50/3780... Discriminator Loss: 1.3598... Generator Loss: 0.6348 Epoch 8/25...progress:1.59%....step:60/3780... Discriminator Loss: 1.3580... Generator Loss: 0.5934 Epoch 8/25...progress:1.85%....step:70/3780... Discriminator Loss: 1.0909... Generator Loss: 0.9713 Epoch 8/25...progress:2.12%....step:80/3780... Discriminator Loss: 1.9776... Generator Loss: 0.2685 Epoch 8/25...progress:2.38%....step:90/3780... Discriminator Loss: 1.0330... Generator Loss: 1.1467 Epoch 8/25...progress:2.65%....step:100/3780... Discriminator Loss: 1.6539... Generator Loss: 0.3768 Epoch 8/25...progress:2.91%....step:110/3780... Discriminator Loss: 1.3276... Generator Loss: 0.5592 Epoch 8/25...progress:3.17%....step:120/3780... Discriminator Loss: 1.1653... Generator Loss: 0.7419 Epoch 8/25...progress:3.44%....step:130/3780... Discriminator Loss: 1.8369... Generator Loss: 0.2781 Epoch 8/25...progress:3.70%....step:140/3780... Discriminator Loss: 1.7398... Generator Loss: 0.3464 Epoch 8/25...progress:3.97%....step:150/3780... Discriminator Loss: 1.9420... Generator Loss: 0.2701 Epoch 8/25...progress:4.23%....step:160/3780... Discriminator Loss: 1.4885... Generator Loss: 0.4711 Epoch 8/25...progress:4.50%....step:170/3780... Discriminator Loss: 2.1853... Generator Loss: 0.1994 Epoch 8/25...progress:4.76%....step:180/3780... Discriminator Loss: 1.7337... Generator Loss: 0.3208 Epoch 8/25...progress:5.03%....step:190/3780... Discriminator Loss: 1.0048... Generator Loss: 1.0236 Epoch 8/25...progress:5.29%....step:200/3780... Discriminator Loss: 1.5679... Generator Loss: 0.4009
Epoch 8/25...progress:5.56%....step:210/3780... Discriminator Loss: 1.5344... Generator Loss: 0.6877 Epoch 8/25...progress:5.82%....step:220/3780... Discriminator Loss: 1.2890... Generator Loss: 1.1807 Epoch 8/25...progress:6.08%....step:230/3780... Discriminator Loss: 1.4561... Generator Loss: 0.6571 Epoch 8/25...progress:6.35%....step:240/3780... Discriminator Loss: 1.7829... Generator Loss: 0.3127 Epoch 8/25...progress:6.61%....step:250/3780... Discriminator Loss: 1.5358... Generator Loss: 0.4779 Epoch 8/25...progress:6.88%....step:260/3780... Discriminator Loss: 1.3594... Generator Loss: 0.5890 Epoch 8/25...progress:7.14%....step:270/3780... Discriminator Loss: 2.1299... Generator Loss: 0.2218 Epoch 8/25...progress:7.41%....step:280/3780... Discriminator Loss: 1.5135... Generator Loss: 0.4412 Epoch 8/25...progress:7.67%....step:290/3780... Discriminator Loss: 1.2160... Generator Loss: 0.7882 Epoch 8/25...progress:7.94%....step:300/3780... Discriminator Loss: 1.7839... Generator Loss: 0.3274 Epoch 8/25...progress:8.20%....step:310/3780... Discriminator Loss: 1.5661... Generator Loss: 0.3777 Epoch 8/25...progress:8.47%....step:320/3780... Discriminator Loss: 1.7535... Generator Loss: 0.3049 Epoch 8/25...progress:8.73%....step:330/3780... Discriminator Loss: 2.2371... Generator Loss: 0.2301 Epoch 8/25...progress:8.99%....step:340/3780... Discriminator Loss: 2.7559... Generator Loss: 0.1112 Epoch 8/25...progress:9.26%....step:350/3780... Discriminator Loss: 1.6849... Generator Loss: 0.3998 Epoch 8/25...progress:9.52%....step:360/3780... Discriminator Loss: 1.5753... Generator Loss: 0.4051 Epoch 8/25...progress:9.79%....step:370/3780... Discriminator Loss: 1.5251... Generator Loss: 0.4209 Epoch 8/25...progress:10.05%....step:380/3780... Discriminator Loss: 1.0605... Generator Loss: 1.0798 Epoch 8/25...progress:10.32%....step:390/3780... Discriminator Loss: 2.1634... Generator Loss: 0.2172 Epoch 8/25...progress:10.58%....step:400/3780... Discriminator Loss: 1.5649... Generator Loss: 0.4779
Epoch 8/25...progress:10.85%....step:410/3780... Discriminator Loss: 1.3915... Generator Loss: 1.3375 Epoch 8/25...progress:11.11%....step:420/3780... Discriminator Loss: 1.4839... Generator Loss: 0.7457 Epoch 8/25...progress:11.38%....step:430/3780... Discriminator Loss: 2.1587... Generator Loss: 0.2173 Epoch 8/25...progress:11.64%....step:440/3780... Discriminator Loss: 1.2765... Generator Loss: 0.6479 Epoch 8/25...progress:11.90%....step:450/3780... Discriminator Loss: 2.1862... Generator Loss: 0.2292 Epoch 8/25...progress:12.17%....step:460/3780... Discriminator Loss: 1.4909... Generator Loss: 0.5482 Epoch 8/25...progress:12.43%....step:470/3780... Discriminator Loss: 1.5313... Generator Loss: 0.4664 Epoch 8/25...progress:12.70%....step:480/3780... Discriminator Loss: 1.0077... Generator Loss: 1.0048 Epoch 8/25...progress:12.96%....step:490/3780... Discriminator Loss: 1.9349... Generator Loss: 0.2856 Epoch 8/25...progress:13.23%....step:500/3780... Discriminator Loss: 1.4160... Generator Loss: 0.4632 Epoch 8/25...progress:13.49%....step:510/3780... Discriminator Loss: 1.5850... Generator Loss: 0.4217 Epoch 8/25...progress:13.76%....step:520/3780... Discriminator Loss: 1.5476... Generator Loss: 0.4359 Epoch 8/25...progress:14.02%....step:530/3780... Discriminator Loss: 1.3564... Generator Loss: 0.5470 Epoch 8/25...progress:14.29%....step:540/3780... Discriminator Loss: 1.3062... Generator Loss: 0.6558 Epoch 8/25...progress:14.55%....step:550/3780... Discriminator Loss: 1.0127... Generator Loss: 1.0936 Epoch 8/25...progress:14.81%....step:560/3780... Discriminator Loss: 2.1497... Generator Loss: 0.2115 Epoch 8/25...progress:15.08%....step:570/3780... Discriminator Loss: 1.4195... Generator Loss: 0.4987 Epoch 8/25...progress:15.34%....step:580/3780... Discriminator Loss: 1.6251... Generator Loss: 0.3782 Epoch 8/25...progress:15.61%....step:590/3780... Discriminator Loss: 1.9258... Generator Loss: 0.2534 Epoch 8/25...progress:15.87%....step:600/3780... Discriminator Loss: 1.1795... Generator Loss: 0.8971
Epoch 8/25...progress:16.14%....step:610/3780... Discriminator Loss: 1.4511... Generator Loss: 0.6309 Epoch 8/25...progress:16.40%....step:620/3780... Discriminator Loss: 1.6452... Generator Loss: 0.4256 Epoch 8/25...progress:16.67%....step:630/3780... Discriminator Loss: 1.0779... Generator Loss: 0.9419 Epoch 8/25...progress:16.93%....step:640/3780... Discriminator Loss: 1.8830... Generator Loss: 0.3073 Epoch 8/25...progress:17.20%....step:650/3780... Discriminator Loss: 1.6049... Generator Loss: 0.3722 Epoch 8/25...progress:17.46%....step:660/3780... Discriminator Loss: 2.4022... Generator Loss: 0.1762 Epoch 8/25...progress:17.72%....step:670/3780... Discriminator Loss: 1.6307... Generator Loss: 0.3781 Epoch 8/25...progress:17.99%....step:680/3780... Discriminator Loss: 2.0538... Generator Loss: 0.2294 Epoch 8/25...progress:18.25%....step:690/3780... Discriminator Loss: 1.9030... Generator Loss: 0.2809 Epoch 8/25...progress:18.52%....step:700/3780... Discriminator Loss: 0.9972... Generator Loss: 1.1307 Epoch 8/25...progress:18.78%....step:710/3780... Discriminator Loss: 1.5629... Generator Loss: 0.4696 Epoch 8/25...progress:19.05%....step:720/3780... Discriminator Loss: 1.4486... Generator Loss: 0.5404 Epoch 8/25...progress:19.31%....step:730/3780... Discriminator Loss: 2.2884... Generator Loss: 0.2097 Epoch 8/25...progress:19.58%....step:740/3780... Discriminator Loss: 1.7732... Generator Loss: 0.3412 Epoch 8/25...progress:19.84%....step:750/3780... Discriminator Loss: 2.3943... Generator Loss: 0.1788 Epoch 8/25...progress:20.11%....step:760/3780... Discriminator Loss: 1.7036... Generator Loss: 0.3484 Epoch 8/25...progress:20.37%....step:770/3780... Discriminator Loss: 1.7336... Generator Loss: 0.3656 Epoch 8/25...progress:20.63%....step:780/3780... Discriminator Loss: 1.3003... Generator Loss: 0.6420 Epoch 8/25...progress:20.90%....step:790/3780... Discriminator Loss: 1.2635... Generator Loss: 0.7824 Epoch 8/25...progress:21.16%....step:800/3780... Discriminator Loss: 1.5719... Generator Loss: 0.4802
Epoch 8/25...progress:21.43%....step:810/3780... Discriminator Loss: 1.7990... Generator Loss: 0.3471 Epoch 8/25...progress:21.69%....step:820/3780... Discriminator Loss: 1.7985... Generator Loss: 0.3364 Epoch 8/25...progress:21.96%....step:830/3780... Discriminator Loss: 1.5721... Generator Loss: 1.2781 Epoch 8/25...progress:22.22%....step:840/3780... Discriminator Loss: 1.7332... Generator Loss: 0.3736 Epoch 8/25...progress:22.49%....step:850/3780... Discriminator Loss: 1.4068... Generator Loss: 0.5113 Epoch 8/25...progress:22.75%....step:860/3780... Discriminator Loss: 1.7935... Generator Loss: 0.3094 Epoch 8/25...progress:23.02%....step:870/3780... Discriminator Loss: 1.6439... Generator Loss: 0.4049 Epoch 8/25...progress:23.28%....step:880/3780... Discriminator Loss: 1.3662... Generator Loss: 1.0775 Epoch 8/25...progress:23.54%....step:890/3780... Discriminator Loss: 2.2567... Generator Loss: 0.1969 Epoch 8/25...progress:23.81%....step:900/3780... Discriminator Loss: 1.6132... Generator Loss: 0.3873 Epoch 8/25...progress:24.07%....step:910/3780... Discriminator Loss: 1.3172... Generator Loss: 0.6894 Epoch 8/25...progress:24.34%....step:920/3780... Discriminator Loss: 0.9064... Generator Loss: 1.0892 Epoch 8/25...progress:24.60%....step:930/3780... Discriminator Loss: 1.8715... Generator Loss: 0.2987 Epoch 8/25...progress:24.87%....step:940/3780... Discriminator Loss: 1.7234... Generator Loss: 0.3293 Epoch 8/25...progress:25.13%....step:950/3780... Discriminator Loss: 2.2764... Generator Loss: 0.1979 Epoch 8/25...progress:25.40%....step:960/3780... Discriminator Loss: 1.6759... Generator Loss: 0.4233 Epoch 8/25...progress:25.66%....step:970/3780... Discriminator Loss: 1.8716... Generator Loss: 0.3220 Epoch 8/25...progress:25.93%....step:980/3780... Discriminator Loss: 1.3693... Generator Loss: 0.5778 Epoch 8/25...progress:26.19%....step:990/3780... Discriminator Loss: 1.3904... Generator Loss: 0.6617 Epoch 8/25...progress:26.46%....step:1000/3780... Discriminator Loss: 1.5597... Generator Loss: 0.7963
Epoch 8/25...progress:26.72%....step:1010/3780... Discriminator Loss: 1.8730... Generator Loss: 0.3025 Epoch 8/25...progress:26.98%....step:1020/3780... Discriminator Loss: 1.6883... Generator Loss: 0.3623 Epoch 8/25...progress:27.25%....step:1030/3780... Discriminator Loss: 1.9741... Generator Loss: 0.2755 Epoch 8/25...progress:27.51%....step:1040/3780... Discriminator Loss: 1.2981... Generator Loss: 0.8893 Epoch 8/25...progress:27.78%....step:1050/3780... Discriminator Loss: 1.9461... Generator Loss: 0.2638 Epoch 8/25...progress:28.04%....step:1060/3780... Discriminator Loss: 0.9212... Generator Loss: 1.0118 Epoch 8/25...progress:28.31%....step:1070/3780... Discriminator Loss: 1.0652... Generator Loss: 0.8497 Epoch 8/25...progress:28.57%....step:1080/3780... Discriminator Loss: 0.9842... Generator Loss: 0.9484 Epoch 8/25...progress:28.84%....step:1090/3780... Discriminator Loss: 1.5284... Generator Loss: 0.4448 Epoch 8/25...progress:29.10%....step:1100/3780... Discriminator Loss: 1.3574... Generator Loss: 0.5985 Epoch 8/25...progress:29.37%....step:1110/3780... Discriminator Loss: 2.0993... Generator Loss: 0.2342 Epoch 8/25...progress:29.63%....step:1120/3780... Discriminator Loss: 1.5970... Generator Loss: 0.4101 Epoch 8/25...progress:29.89%....step:1130/3780... Discriminator Loss: 2.4976... Generator Loss: 0.1533 Epoch 8/25...progress:30.16%....step:1140/3780... Discriminator Loss: 1.2781... Generator Loss: 0.5840 Epoch 8/25...progress:30.42%....step:1150/3780... Discriminator Loss: 1.1407... Generator Loss: 1.4779 Epoch 8/25...progress:30.69%....step:1160/3780... Discriminator Loss: 1.5333... Generator Loss: 0.4512 Epoch 8/25...progress:30.95%....step:1170/3780... Discriminator Loss: 1.4781... Generator Loss: 0.6765 Epoch 8/25...progress:31.22%....step:1180/3780... Discriminator Loss: 1.1960... Generator Loss: 0.8747 Epoch 8/25...progress:31.48%....step:1190/3780... Discriminator Loss: 1.6100... Generator Loss: 0.3678 Epoch 8/25...progress:31.75%....step:1200/3780... Discriminator Loss: 1.5730... Generator Loss: 0.4770
Epoch 8/25...progress:32.01%....step:1210/3780... Discriminator Loss: 1.3578... Generator Loss: 0.5423 Epoch 8/25...progress:32.28%....step:1220/3780... Discriminator Loss: 1.1769... Generator Loss: 0.7185 Epoch 8/25...progress:32.54%....step:1230/3780... Discriminator Loss: 1.0887... Generator Loss: 0.7545 Epoch 8/25...progress:32.80%....step:1240/3780... Discriminator Loss: 1.3391... Generator Loss: 0.5526 Epoch 8/25...progress:33.07%....step:1250/3780... Discriminator Loss: 1.1640... Generator Loss: 0.6907 Epoch 8/25...progress:33.33%....step:1260/3780... Discriminator Loss: 1.8324... Generator Loss: 0.2922 Epoch 8/25...progress:33.60%....step:1270/3780... Discriminator Loss: 1.8842... Generator Loss: 0.2873 Epoch 8/25...progress:33.86%....step:1280/3780... Discriminator Loss: 1.5646... Generator Loss: 0.4159 Epoch 8/25...progress:34.13%....step:1290/3780... Discriminator Loss: 1.4830... Generator Loss: 0.5054 Epoch 8/25...progress:34.39%....step:1300/3780... Discriminator Loss: 1.8638... Generator Loss: 0.3092 Epoch 8/25...progress:34.66%....step:1310/3780... Discriminator Loss: 1.7842... Generator Loss: 0.3289 Epoch 8/25...progress:34.92%....step:1320/3780... Discriminator Loss: 1.4418... Generator Loss: 0.5623 Epoch 8/25...progress:35.19%....step:1330/3780... Discriminator Loss: 1.3848... Generator Loss: 0.5073 Epoch 8/25...progress:35.45%....step:1340/3780... Discriminator Loss: 1.4057... Generator Loss: 0.5263 Epoch 8/25...progress:35.71%....step:1350/3780... Discriminator Loss: 1.4026... Generator Loss: 0.5020 Epoch 8/25...progress:35.98%....step:1360/3780... Discriminator Loss: 1.9081... Generator Loss: 0.3027 Epoch 8/25...progress:36.24%....step:1370/3780... Discriminator Loss: 1.4214... Generator Loss: 0.6238 Epoch 8/25...progress:36.51%....step:1380/3780... Discriminator Loss: 1.9754... Generator Loss: 0.2626 Epoch 8/25...progress:36.77%....step:1390/3780... Discriminator Loss: 1.2696... Generator Loss: 0.6768 Epoch 8/25...progress:37.04%....step:1400/3780... Discriminator Loss: 1.0849... Generator Loss: 0.8490
Epoch 8/25...progress:37.30%....step:1410/3780... Discriminator Loss: 1.3739... Generator Loss: 0.6022 Epoch 8/25...progress:37.57%....step:1420/3780... Discriminator Loss: 1.0810... Generator Loss: 1.1251 Epoch 8/25...progress:37.83%....step:1430/3780... Discriminator Loss: 1.2710... Generator Loss: 0.7193 Epoch 8/25...progress:38.10%....step:1440/3780... Discriminator Loss: 1.6328... Generator Loss: 0.4507 Epoch 8/25...progress:38.36%....step:1450/3780... Discriminator Loss: 1.3430... Generator Loss: 0.5352 Epoch 8/25...progress:38.62%....step:1460/3780... Discriminator Loss: 1.9179... Generator Loss: 0.2873 Epoch 8/25...progress:38.89%....step:1470/3780... Discriminator Loss: 1.0877... Generator Loss: 0.8652 Epoch 8/25...progress:39.15%....step:1480/3780... Discriminator Loss: 1.6260... Generator Loss: 0.4178 Epoch 8/25...progress:39.42%....step:1490/3780... Discriminator Loss: 1.2541... Generator Loss: 0.6027 Epoch 8/25...progress:39.68%....step:1500/3780... Discriminator Loss: 1.8281... Generator Loss: 0.3479 Epoch 8/25...progress:39.95%....step:1510/3780... Discriminator Loss: 1.2756... Generator Loss: 0.6861 Epoch 8/25...progress:40.21%....step:1520/3780... Discriminator Loss: 2.0775... Generator Loss: 0.2710 Epoch 8/25...progress:40.48%....step:1530/3780... Discriminator Loss: 1.6824... Generator Loss: 0.3834 Epoch 8/25...progress:40.74%....step:1540/3780... Discriminator Loss: 1.3239... Generator Loss: 0.5802 Epoch 8/25...progress:41.01%....step:1550/3780... Discriminator Loss: 1.3604... Generator Loss: 0.6312 Epoch 8/25...progress:41.27%....step:1560/3780... Discriminator Loss: 2.0324... Generator Loss: 0.2566 Epoch 8/25...progress:41.53%....step:1570/3780... Discriminator Loss: 1.6371... Generator Loss: 0.3491 Epoch 8/25...progress:41.80%....step:1580/3780... Discriminator Loss: 1.6747... Generator Loss: 0.3795 Epoch 8/25...progress:42.06%....step:1590/3780... Discriminator Loss: 1.2568... Generator Loss: 0.8842 Epoch 8/25...progress:42.33%....step:1600/3780... Discriminator Loss: 1.1084... Generator Loss: 1.3443
Epoch 8/25...progress:42.59%....step:1610/3780... Discriminator Loss: 1.1810... Generator Loss: 0.9800 Epoch 8/25...progress:42.86%....step:1620/3780... Discriminator Loss: 1.1520... Generator Loss: 1.2553 Epoch 8/25...progress:43.12%....step:1630/3780... Discriminator Loss: 1.1771... Generator Loss: 0.8830 Epoch 8/25...progress:43.39%....step:1640/3780... Discriminator Loss: 1.1135... Generator Loss: 0.7570 Epoch 8/25...progress:43.65%....step:1650/3780... Discriminator Loss: 1.8152... Generator Loss: 0.3146 Epoch 8/25...progress:43.92%....step:1660/3780... Discriminator Loss: 1.1062... Generator Loss: 1.0643 Epoch 8/25...progress:44.18%....step:1670/3780... Discriminator Loss: 0.9525... Generator Loss: 1.0066 Epoch 8/25...progress:44.44%....step:1680/3780... Discriminator Loss: 1.0968... Generator Loss: 0.9182 Epoch 8/25...progress:44.71%....step:1690/3780... Discriminator Loss: 2.0146... Generator Loss: 0.2517 Epoch 8/25...progress:44.97%....step:1700/3780... Discriminator Loss: 1.4301... Generator Loss: 0.5768 Epoch 8/25...progress:45.24%....step:1710/3780... Discriminator Loss: 2.0384... Generator Loss: 0.2390 Epoch 8/25...progress:45.50%....step:1720/3780... Discriminator Loss: 1.5208... Generator Loss: 0.5404 Epoch 8/25...progress:45.77%....step:1730/3780... Discriminator Loss: 1.3945... Generator Loss: 0.4972 Epoch 8/25...progress:46.03%....step:1740/3780... Discriminator Loss: 1.3719... Generator Loss: 0.5907 Epoch 8/25...progress:46.30%....step:1750/3780... Discriminator Loss: 1.3265... Generator Loss: 0.6070 Epoch 8/25...progress:46.56%....step:1760/3780... Discriminator Loss: 2.0787... Generator Loss: 0.2495 Epoch 8/25...progress:46.83%....step:1770/3780... Discriminator Loss: 1.5134... Generator Loss: 0.5237 Epoch 8/25...progress:47.09%....step:1780/3780... Discriminator Loss: 1.7344... Generator Loss: 0.3929 Epoch 8/25...progress:47.35%....step:1790/3780... Discriminator Loss: 1.3119... Generator Loss: 0.7710 Epoch 8/25...progress:47.62%....step:1800/3780... Discriminator Loss: 1.2954... Generator Loss: 0.5920
Epoch 8/25...progress:47.88%....step:1810/3780... Discriminator Loss: 1.5068... Generator Loss: 0.4679 Epoch 8/25...progress:48.15%....step:1820/3780... Discriminator Loss: 2.4561... Generator Loss: 0.1490 Epoch 8/25...progress:48.41%....step:1830/3780... Discriminator Loss: 1.3811... Generator Loss: 0.5600 Epoch 8/25...progress:48.68%....step:1840/3780... Discriminator Loss: 1.5673... Generator Loss: 0.4271 Epoch 8/25...progress:48.94%....step:1850/3780... Discriminator Loss: 1.1127... Generator Loss: 0.8322 Epoch 8/25...progress:49.21%....step:1860/3780... Discriminator Loss: 1.9473... Generator Loss: 0.2679 Epoch 8/25...progress:49.47%....step:1870/3780... Discriminator Loss: 1.4271... Generator Loss: 0.9565 Epoch 8/25...progress:49.74%....step:1880/3780... Discriminator Loss: 1.4119... Generator Loss: 0.5006 Epoch 8/25...progress:50.00%....step:1890/3780... Discriminator Loss: 1.5706... Generator Loss: 0.8518 Epoch 8/25...progress:50.26%....step:1900/3780... Discriminator Loss: 1.8683... Generator Loss: 0.2930 Epoch 8/25...progress:50.53%....step:1910/3780... Discriminator Loss: 1.6003... Generator Loss: 0.4360 Epoch 8/25...progress:50.79%....step:1920/3780... Discriminator Loss: 1.8011... Generator Loss: 0.3331 Epoch 8/25...progress:51.06%....step:1930/3780... Discriminator Loss: 1.4530... Generator Loss: 0.4783 Epoch 8/25...progress:51.32%....step:1940/3780... Discriminator Loss: 1.4502... Generator Loss: 0.5223 Epoch 8/25...progress:51.59%....step:1950/3780... Discriminator Loss: 2.5171... Generator Loss: 0.1652 Epoch 8/25...progress:51.85%....step:1960/3780... Discriminator Loss: 1.6460... Generator Loss: 0.3928 Epoch 8/25...progress:52.12%....step:1970/3780... Discriminator Loss: 1.2848... Generator Loss: 0.5674 Epoch 8/25...progress:52.38%....step:1980/3780... Discriminator Loss: 1.5267... Generator Loss: 0.4430 Epoch 8/25...progress:52.65%....step:1990/3780... Discriminator Loss: 1.8962... Generator Loss: 0.2922 Epoch 8/25...progress:52.91%....step:2000/3780... Discriminator Loss: 1.5074... Generator Loss: 0.4665
Epoch 8/25...progress:53.17%....step:2010/3780... Discriminator Loss: 2.2125... Generator Loss: 0.1923 Epoch 8/25...progress:53.44%....step:2020/3780... Discriminator Loss: 1.4490... Generator Loss: 0.5144 Epoch 8/25...progress:53.70%....step:2030/3780... Discriminator Loss: 1.3911... Generator Loss: 0.9540 Epoch 8/25...progress:53.97%....step:2040/3780... Discriminator Loss: 1.2314... Generator Loss: 0.6382 Epoch 8/25...progress:54.23%....step:2050/3780... Discriminator Loss: 1.4066... Generator Loss: 0.5489 Epoch 8/25...progress:54.50%....step:2060/3780... Discriminator Loss: 1.3273... Generator Loss: 0.6420 Epoch 8/25...progress:54.76%....step:2070/3780... Discriminator Loss: 1.5745... Generator Loss: 0.4741 Epoch 8/25...progress:55.03%....step:2080/3780... Discriminator Loss: 1.3143... Generator Loss: 0.6690 Epoch 8/25...progress:55.29%....step:2090/3780... Discriminator Loss: 1.2782... Generator Loss: 1.2918 Epoch 8/25...progress:55.56%....step:2100/3780... Discriminator Loss: 1.3757... Generator Loss: 0.5345 Epoch 8/25...progress:55.82%....step:2110/3780... Discriminator Loss: 1.4422... Generator Loss: 0.5108 Epoch 8/25...progress:56.08%....step:2120/3780... Discriminator Loss: 1.5121... Generator Loss: 0.4874 Epoch 8/25...progress:56.35%....step:2130/3780... Discriminator Loss: 1.5478... Generator Loss: 0.4415 Epoch 8/25...progress:56.61%....step:2140/3780... Discriminator Loss: 2.6240... Generator Loss: 0.1321 Epoch 8/25...progress:56.88%....step:2150/3780... Discriminator Loss: 1.6662... Generator Loss: 0.3924 Epoch 8/25...progress:57.14%....step:2160/3780... Discriminator Loss: 1.2837... Generator Loss: 0.8205 Epoch 8/25...progress:57.41%....step:2170/3780... Discriminator Loss: 0.7815... Generator Loss: 1.2135 Epoch 8/25...progress:57.67%....step:2180/3780... Discriminator Loss: 1.2462... Generator Loss: 0.6961 Epoch 8/25...progress:57.94%....step:2190/3780... Discriminator Loss: 1.5784... Generator Loss: 0.5048 Epoch 8/25...progress:58.20%....step:2200/3780... Discriminator Loss: 1.6140... Generator Loss: 0.3775
Epoch 8/25...progress:58.47%....step:2210/3780... Discriminator Loss: 2.2159... Generator Loss: 0.2235 Epoch 8/25...progress:58.73%....step:2220/3780... Discriminator Loss: 1.4092... Generator Loss: 0.5106 Epoch 8/25...progress:58.99%....step:2230/3780... Discriminator Loss: 1.4876... Generator Loss: 0.4696 Epoch 8/25...progress:59.26%....step:2240/3780... Discriminator Loss: 1.7809... Generator Loss: 0.3235 Epoch 8/25...progress:59.52%....step:2250/3780... Discriminator Loss: 1.4513... Generator Loss: 0.4866 Epoch 8/25...progress:59.79%....step:2260/3780... Discriminator Loss: 1.5094... Generator Loss: 0.6356 Epoch 8/25...progress:60.05%....step:2270/3780... Discriminator Loss: 1.2504... Generator Loss: 0.7155 Epoch 8/25...progress:60.32%....step:2280/3780... Discriminator Loss: 1.5158... Generator Loss: 0.4998 Epoch 8/25...progress:60.58%....step:2290/3780... Discriminator Loss: 1.3599... Generator Loss: 1.1349 Epoch 8/25...progress:60.85%....step:2300/3780... Discriminator Loss: 0.9099... Generator Loss: 1.0513 Epoch 8/25...progress:61.11%....step:2310/3780... Discriminator Loss: 1.9087... Generator Loss: 0.2587 Epoch 8/25...progress:61.38%....step:2320/3780... Discriminator Loss: 1.1862... Generator Loss: 0.6522 Epoch 8/25...progress:61.64%....step:2330/3780... Discriminator Loss: 1.4460... Generator Loss: 1.0918 Epoch 8/25...progress:61.90%....step:2340/3780... Discriminator Loss: 1.6658... Generator Loss: 0.3345 Epoch 8/25...progress:62.17%....step:2350/3780... Discriminator Loss: 1.2545... Generator Loss: 1.1019 Epoch 8/25...progress:62.43%....step:2360/3780... Discriminator Loss: 1.7021... Generator Loss: 0.4879 Epoch 8/25...progress:62.70%....step:2370/3780... Discriminator Loss: 1.7769... Generator Loss: 0.3169 Epoch 8/25...progress:62.96%....step:2380/3780... Discriminator Loss: 1.1885... Generator Loss: 0.7140 Epoch 8/25...progress:63.23%....step:2390/3780... Discriminator Loss: 1.4341... Generator Loss: 0.8626 Epoch 8/25...progress:63.49%....step:2400/3780... Discriminator Loss: 1.3493... Generator Loss: 0.6442
Epoch 8/25...progress:63.76%....step:2410/3780... Discriminator Loss: 0.9134... Generator Loss: 0.9676 Epoch 8/25...progress:64.02%....step:2420/3780... Discriminator Loss: 2.4085... Generator Loss: 0.1555 Epoch 8/25...progress:64.29%....step:2430/3780... Discriminator Loss: 1.7235... Generator Loss: 0.3430 Epoch 8/25...progress:64.55%....step:2440/3780... Discriminator Loss: 1.9007... Generator Loss: 0.6865 Epoch 8/25...progress:64.81%....step:2450/3780... Discriminator Loss: 1.4329... Generator Loss: 0.4884 Epoch 8/25...progress:65.08%....step:2460/3780... Discriminator Loss: 1.2301... Generator Loss: 0.6533 Epoch 8/25...progress:65.34%....step:2470/3780... Discriminator Loss: 2.1086... Generator Loss: 0.2166 Epoch 8/25...progress:65.61%....step:2480/3780... Discriminator Loss: 1.5841... Generator Loss: 0.4237 Epoch 8/25...progress:65.87%....step:2490/3780... Discriminator Loss: 0.8030... Generator Loss: 2.0044 Epoch 8/25...progress:66.14%....step:2500/3780... Discriminator Loss: 1.8684... Generator Loss: 0.3956 Epoch 8/25...progress:66.40%....step:2510/3780... Discriminator Loss: 1.6007... Generator Loss: 0.4807 Epoch 8/25...progress:66.67%....step:2520/3780... Discriminator Loss: 1.7985... Generator Loss: 0.3084 Epoch 8/25...progress:66.93%....step:2530/3780... Discriminator Loss: 1.9764... Generator Loss: 0.2709 Epoch 8/25...progress:67.20%....step:2540/3780... Discriminator Loss: 1.2370... Generator Loss: 0.8727 Epoch 8/25...progress:67.46%....step:2550/3780... Discriminator Loss: 1.7140... Generator Loss: 0.3393 Epoch 8/25...progress:67.72%....step:2560/3780... Discriminator Loss: 1.2471... Generator Loss: 0.7471 Epoch 8/25...progress:67.99%....step:2570/3780... Discriminator Loss: 1.1541... Generator Loss: 0.8947 Epoch 8/25...progress:68.25%....step:2580/3780... Discriminator Loss: 1.5554... Generator Loss: 0.4203 Epoch 8/25...progress:68.52%....step:2590/3780... Discriminator Loss: 1.1047... Generator Loss: 0.7783 Epoch 8/25...progress:68.78%....step:2600/3780... Discriminator Loss: 1.5887... Generator Loss: 0.3977
Epoch 8/25...progress:69.05%....step:2610/3780... Discriminator Loss: 1.5193... Generator Loss: 0.4743 Epoch 8/25...progress:69.31%....step:2620/3780... Discriminator Loss: 1.6989... Generator Loss: 0.6267 Epoch 8/25...progress:69.58%....step:2630/3780... Discriminator Loss: 1.8201... Generator Loss: 0.3205 Epoch 8/25...progress:69.84%....step:2640/3780... Discriminator Loss: 1.5529... Generator Loss: 0.7517 Epoch 8/25...progress:70.11%....step:2650/3780... Discriminator Loss: 1.1892... Generator Loss: 0.7481 Epoch 8/25...progress:70.37%....step:2660/3780... Discriminator Loss: 1.9397... Generator Loss: 0.2590 Epoch 8/25...progress:70.63%....step:2670/3780... Discriminator Loss: 1.6889... Generator Loss: 0.3554 Epoch 8/25...progress:70.90%....step:2680/3780... Discriminator Loss: 1.7921... Generator Loss: 0.3710 Epoch 8/25...progress:71.16%....step:2690/3780... Discriminator Loss: 1.0168... Generator Loss: 1.0127 Epoch 8/25...progress:71.43%....step:2700/3780... Discriminator Loss: 1.7233... Generator Loss: 0.3340 Epoch 8/25...progress:71.69%....step:2710/3780... Discriminator Loss: 1.8894... Generator Loss: 0.3039 Epoch 8/25...progress:71.96%....step:2720/3780... Discriminator Loss: 1.6185... Generator Loss: 0.3960 Epoch 8/25...progress:72.22%....step:2730/3780... Discriminator Loss: 1.3529... Generator Loss: 0.5536 Epoch 8/25...progress:72.49%....step:2740/3780... Discriminator Loss: 1.7476... Generator Loss: 0.3265 Epoch 8/25...progress:72.75%....step:2750/3780... Discriminator Loss: 1.0978... Generator Loss: 0.8329 Epoch 8/25...progress:73.02%....step:2760/3780... Discriminator Loss: 1.7701... Generator Loss: 0.3172 Epoch 8/25...progress:73.28%....step:2770/3780... Discriminator Loss: 1.3781... Generator Loss: 0.6074 Epoch 8/25...progress:73.54%....step:2780/3780... Discriminator Loss: 1.1561... Generator Loss: 0.6619 Epoch 8/25...progress:73.81%....step:2790/3780... Discriminator Loss: 1.2331... Generator Loss: 0.6095 Epoch 8/25...progress:74.07%....step:2800/3780... Discriminator Loss: 1.1138... Generator Loss: 0.9437
Epoch 8/25...progress:74.34%....step:2810/3780... Discriminator Loss: 1.7564... Generator Loss: 0.3317 Epoch 8/25...progress:74.60%....step:2820/3780... Discriminator Loss: 1.6708... Generator Loss: 0.4646 Epoch 8/25...progress:74.87%....step:2830/3780... Discriminator Loss: 1.2807... Generator Loss: 0.6136 Epoch 8/25...progress:75.13%....step:2840/3780... Discriminator Loss: 1.2259... Generator Loss: 0.8038 Epoch 8/25...progress:75.40%....step:2850/3780... Discriminator Loss: 2.4541... Generator Loss: 0.1527 Epoch 8/25...progress:75.66%....step:2860/3780... Discriminator Loss: 1.7161... Generator Loss: 0.3424 Epoch 8/25...progress:75.93%....step:2870/3780... Discriminator Loss: 2.0272... Generator Loss: 0.2518 Epoch 8/25...progress:76.19%....step:2880/3780... Discriminator Loss: 1.1391... Generator Loss: 1.2705 Epoch 8/25...progress:76.46%....step:2890/3780... Discriminator Loss: 1.5124... Generator Loss: 0.5746 Epoch 8/25...progress:76.72%....step:2900/3780... Discriminator Loss: 1.6319... Generator Loss: 0.4330 Epoch 8/25...progress:76.98%....step:2910/3780... Discriminator Loss: 1.2301... Generator Loss: 0.6282 Epoch 8/25...progress:77.25%....step:2920/3780... Discriminator Loss: 1.3867... Generator Loss: 0.6576 Epoch 8/25...progress:77.51%....step:2930/3780... Discriminator Loss: 1.4637... Generator Loss: 0.5110 Epoch 8/25...progress:77.78%....step:2940/3780... Discriminator Loss: 1.1754... Generator Loss: 0.6687 Epoch 8/25...progress:78.04%....step:2950/3780... Discriminator Loss: 1.3844... Generator Loss: 0.6082 Epoch 8/25...progress:78.31%....step:2960/3780... Discriminator Loss: 2.1989... Generator Loss: 0.2216 Epoch 8/25...progress:78.57%....step:2970/3780... Discriminator Loss: 1.1853... Generator Loss: 0.6665 Epoch 8/25...progress:78.84%....step:2980/3780... Discriminator Loss: 1.3304... Generator Loss: 0.6240 Epoch 8/25...progress:79.10%....step:2990/3780... Discriminator Loss: 2.1466... Generator Loss: 0.2316 Epoch 8/25...progress:79.37%....step:3000/3780... Discriminator Loss: 1.1790... Generator Loss: 0.7707
Epoch 8/25...progress:79.63%....step:3010/3780... Discriminator Loss: 0.9764... Generator Loss: 1.4081 Epoch 8/25...progress:79.89%....step:3020/3780... Discriminator Loss: 1.3387... Generator Loss: 0.5788 Epoch 8/25...progress:80.16%....step:3030/3780... Discriminator Loss: 1.7056... Generator Loss: 0.3667 Epoch 8/25...progress:80.42%....step:3040/3780... Discriminator Loss: 1.6231... Generator Loss: 0.4946 Epoch 8/25...progress:80.69%....step:3050/3780... Discriminator Loss: 1.7733... Generator Loss: 0.3765 Epoch 8/25...progress:80.95%....step:3060/3780... Discriminator Loss: 1.4091... Generator Loss: 0.6801 Epoch 8/25...progress:81.22%....step:3070/3780... Discriminator Loss: 1.3694... Generator Loss: 0.5938 Epoch 8/25...progress:81.48%....step:3080/3780... Discriminator Loss: 2.0468... Generator Loss: 0.2374 Epoch 8/25...progress:81.75%....step:3090/3780... Discriminator Loss: 1.3620... Generator Loss: 0.5414 Epoch 8/25...progress:82.01%....step:3100/3780... Discriminator Loss: 1.3352... Generator Loss: 0.7248 Epoch 8/25...progress:82.28%....step:3110/3780... Discriminator Loss: 1.3192... Generator Loss: 0.6533 Epoch 8/25...progress:82.54%....step:3120/3780... Discriminator Loss: 1.7961... Generator Loss: 0.2949 Epoch 8/25...progress:82.80%....step:3130/3780... Discriminator Loss: 1.5019... Generator Loss: 0.4380 Epoch 8/25...progress:83.07%....step:3140/3780... Discriminator Loss: 1.3330... Generator Loss: 0.6438 Epoch 8/25...progress:83.33%....step:3150/3780... Discriminator Loss: 2.4173... Generator Loss: 0.1858 Epoch 8/25...progress:83.60%....step:3160/3780... Discriminator Loss: 1.5645... Generator Loss: 0.3759 Epoch 8/25...progress:83.86%....step:3170/3780... Discriminator Loss: 2.3575... Generator Loss: 0.1844 Epoch 8/25...progress:84.13%....step:3180/3780... Discriminator Loss: 2.2253... Generator Loss: 0.1938 Epoch 8/25...progress:84.39%....step:3190/3780... Discriminator Loss: 1.0872... Generator Loss: 1.1557 Epoch 8/25...progress:84.66%....step:3200/3780... Discriminator Loss: 0.9659... Generator Loss: 1.9392
Epoch 8/25...progress:84.92%....step:3210/3780... Discriminator Loss: 2.0554... Generator Loss: 0.2596 Epoch 8/25...progress:85.19%....step:3220/3780... Discriminator Loss: 1.4330... Generator Loss: 0.4930 Epoch 8/25...progress:85.45%....step:3230/3780... Discriminator Loss: 1.9942... Generator Loss: 0.2426 Epoch 8/25...progress:85.71%....step:3240/3780... Discriminator Loss: 2.2917... Generator Loss: 0.1810 Epoch 8/25...progress:85.98%....step:3250/3780... Discriminator Loss: 1.7369... Generator Loss: 0.3477 Epoch 8/25...progress:86.24%....step:3260/3780... Discriminator Loss: 2.1681... Generator Loss: 0.2048 Epoch 8/25...progress:86.51%....step:3270/3780... Discriminator Loss: 1.5333... Generator Loss: 0.4631 Epoch 8/25...progress:86.77%....step:3280/3780... Discriminator Loss: 1.1931... Generator Loss: 0.7179 Epoch 8/25...progress:87.04%....step:3290/3780... Discriminator Loss: 1.3612... Generator Loss: 0.5931 Epoch 8/25...progress:87.30%....step:3300/3780... Discriminator Loss: 1.1540... Generator Loss: 0.7178 Epoch 8/25...progress:87.57%....step:3310/3780... Discriminator Loss: 1.2449... Generator Loss: 0.6674 Epoch 8/25...progress:87.83%....step:3320/3780... Discriminator Loss: 1.4702... Generator Loss: 0.6728 Epoch 8/25...progress:88.10%....step:3330/3780... Discriminator Loss: 1.8595... Generator Loss: 1.0168 Epoch 8/25...progress:88.36%....step:3340/3780... Discriminator Loss: 1.1705... Generator Loss: 0.6402 Epoch 8/25...progress:88.62%....step:3350/3780... Discriminator Loss: 1.6814... Generator Loss: 0.3749 Epoch 8/25...progress:88.89%....step:3360/3780... Discriminator Loss: 1.4807... Generator Loss: 0.7341 Epoch 8/25...progress:89.15%....step:3370/3780... Discriminator Loss: 1.2214... Generator Loss: 0.9352 Epoch 8/25...progress:89.42%....step:3380/3780... Discriminator Loss: 1.7294... Generator Loss: 0.3250 Epoch 8/25...progress:89.68%....step:3390/3780... Discriminator Loss: 1.5724... Generator Loss: 0.4127 Epoch 8/25...progress:89.95%....step:3400/3780... Discriminator Loss: 1.8344... Generator Loss: 0.2867
Epoch 8/25...progress:90.21%....step:3410/3780... Discriminator Loss: 1.4949... Generator Loss: 0.4992 Epoch 8/25...progress:90.48%....step:3420/3780... Discriminator Loss: 1.6269... Generator Loss: 0.4093 Epoch 8/25...progress:90.74%....step:3430/3780... Discriminator Loss: 1.1054... Generator Loss: 0.8743 Epoch 8/25...progress:91.01%....step:3440/3780... Discriminator Loss: 2.0357... Generator Loss: 0.2889 Epoch 8/25...progress:91.27%....step:3450/3780... Discriminator Loss: 1.5856... Generator Loss: 0.3815 Epoch 8/25...progress:91.53%....step:3460/3780... Discriminator Loss: 2.2587... Generator Loss: 0.1881 Epoch 8/25...progress:91.80%....step:3470/3780... Discriminator Loss: 1.2986... Generator Loss: 0.6842 Epoch 8/25...progress:92.06%....step:3480/3780... Discriminator Loss: 1.4059... Generator Loss: 0.7355 Epoch 8/25...progress:92.33%....step:3490/3780... Discriminator Loss: 1.9223... Generator Loss: 0.2559 Epoch 8/25...progress:92.59%....step:3500/3780... Discriminator Loss: 1.6412... Generator Loss: 0.3743 Epoch 8/25...progress:92.86%....step:3510/3780... Discriminator Loss: 1.1795... Generator Loss: 0.9033 Epoch 8/25...progress:93.12%....step:3520/3780... Discriminator Loss: 2.0149... Generator Loss: 0.2686 Epoch 8/25...progress:93.39%....step:3530/3780... Discriminator Loss: 1.6705... Generator Loss: 0.3944 Epoch 8/25...progress:93.65%....step:3540/3780... Discriminator Loss: 1.3734... Generator Loss: 1.3309 Epoch 8/25...progress:93.92%....step:3550/3780... Discriminator Loss: 2.1192... Generator Loss: 0.2718 Epoch 8/25...progress:94.18%....step:3560/3780... Discriminator Loss: 1.2227... Generator Loss: 0.8217 Epoch 8/25...progress:94.44%....step:3570/3780... Discriminator Loss: 1.9569... Generator Loss: 0.2674 Epoch 8/25...progress:94.71%....step:3580/3780... Discriminator Loss: 1.5649... Generator Loss: 0.4333 Epoch 8/25...progress:94.97%....step:3590/3780... Discriminator Loss: 2.0780... Generator Loss: 0.2251 Epoch 8/25...progress:95.24%....step:3600/3780... Discriminator Loss: 2.1054... Generator Loss: 0.2151
Epoch 8/25...progress:95.50%....step:3610/3780... Discriminator Loss: 1.5061... Generator Loss: 0.5343 Epoch 8/25...progress:95.77%....step:3620/3780... Discriminator Loss: 1.5987... Generator Loss: 0.4355 Epoch 8/25...progress:96.03%....step:3630/3780... Discriminator Loss: 1.7607... Generator Loss: 0.3461 Epoch 8/25...progress:96.30%....step:3640/3780... Discriminator Loss: 2.3909... Generator Loss: 2.5353 Epoch 8/25...progress:96.56%....step:3650/3780... Discriminator Loss: 1.2130... Generator Loss: 0.8427 Epoch 8/25...progress:96.83%....step:3660/3780... Discriminator Loss: 2.3503... Generator Loss: 0.1701 Epoch 8/25...progress:97.09%....step:3670/3780... Discriminator Loss: 1.6793... Generator Loss: 0.4025 Epoch 8/25...progress:97.35%....step:3680/3780... Discriminator Loss: 1.8943... Generator Loss: 0.3153 Epoch 8/25...progress:97.62%....step:3690/3780... Discriminator Loss: 1.5998... Generator Loss: 0.4903 Epoch 8/25...progress:97.88%....step:3700/3780... Discriminator Loss: 2.2887... Generator Loss: 0.2096 Epoch 8/25...progress:98.15%....step:3710/3780... Discriminator Loss: 1.5235... Generator Loss: 0.4786 Epoch 8/25...progress:98.41%....step:3720/3780... Discriminator Loss: 1.7603... Generator Loss: 0.3382 Epoch 8/25...progress:98.68%....step:3730/3780... Discriminator Loss: 1.3165... Generator Loss: 0.6202 Epoch 8/25...progress:98.94%....step:3740/3780... Discriminator Loss: 1.4195... Generator Loss: 0.6100 Epoch 8/25...progress:99.21%....step:3750/3780... Discriminator Loss: 1.1682... Generator Loss: 0.6952 Epoch 8/25...progress:99.47%....step:3760/3780... Discriminator Loss: 2.2236... Generator Loss: 0.1898 Epoch 8/25...progress:99.74%....step:3770/3780... Discriminator Loss: 1.2968... Generator Loss: 0.6956 STARTING epoch: 8 , steps: 3780 ........ Epoch 9/25...progress:0.00%....step:0/3780... Discriminator Loss: 1.4723... Generator Loss: 0.5493
Epoch 9/25...progress:0.26%....step:10/3780... Discriminator Loss: 2.0335... Generator Loss: 0.2506 Epoch 9/25...progress:0.53%....step:20/3780... Discriminator Loss: 2.2622... Generator Loss: 0.2163 Epoch 9/25...progress:0.79%....step:30/3780... Discriminator Loss: 2.2834... Generator Loss: 0.1934 Epoch 9/25...progress:1.06%....step:40/3780... Discriminator Loss: 2.1876... Generator Loss: 0.2085 Epoch 9/25...progress:1.32%....step:50/3780... Discriminator Loss: 1.1699... Generator Loss: 0.9186 Epoch 9/25...progress:1.59%....step:60/3780... Discriminator Loss: 1.7643... Generator Loss: 0.3512 Epoch 9/25...progress:1.85%....step:70/3780... Discriminator Loss: 1.6144... Generator Loss: 0.4192 Epoch 9/25...progress:2.12%....step:80/3780... Discriminator Loss: 2.0034... Generator Loss: 0.2434 Epoch 9/25...progress:2.38%....step:90/3780... Discriminator Loss: 1.8663... Generator Loss: 0.3308 Epoch 9/25...progress:2.65%....step:100/3780... Discriminator Loss: 1.8662... Generator Loss: 0.3197 Epoch 9/25...progress:2.91%....step:110/3780... Discriminator Loss: 1.5008... Generator Loss: 0.4826 Epoch 9/25...progress:3.17%....step:120/3780... Discriminator Loss: 1.8093... Generator Loss: 0.3510 Epoch 9/25...progress:3.44%....step:130/3780... Discriminator Loss: 1.5017... Generator Loss: 0.4855 Epoch 9/25...progress:3.70%....step:140/3780... Discriminator Loss: 1.4911... Generator Loss: 0.4760 Epoch 9/25...progress:3.97%....step:150/3780... Discriminator Loss: 1.0700... Generator Loss: 0.9388 Epoch 9/25...progress:4.23%....step:160/3780... Discriminator Loss: 1.3083... Generator Loss: 0.6263 Epoch 9/25...progress:4.50%....step:170/3780... Discriminator Loss: 2.1570... Generator Loss: 0.2244 Epoch 9/25...progress:4.76%....step:180/3780... Discriminator Loss: 2.0804... Generator Loss: 0.2367 Epoch 9/25...progress:5.03%....step:190/3780... Discriminator Loss: 0.8524... Generator Loss: 1.2453 Epoch 9/25...progress:5.29%....step:200/3780... Discriminator Loss: 1.4653... Generator Loss: 0.4963
Epoch 9/25...progress:5.56%....step:210/3780... Discriminator Loss: 1.4881... Generator Loss: 0.4640 Epoch 9/25...progress:5.82%....step:220/3780... Discriminator Loss: 1.4935... Generator Loss: 0.4623 Epoch 9/25...progress:6.08%....step:230/3780... Discriminator Loss: 1.7436... Generator Loss: 0.3421 Epoch 9/25...progress:6.35%....step:240/3780... Discriminator Loss: 2.3278... Generator Loss: 0.1640 Epoch 9/25...progress:6.61%....step:250/3780... Discriminator Loss: 0.8668... Generator Loss: 1.0173 Epoch 9/25...progress:6.88%....step:260/3780... Discriminator Loss: 1.3313... Generator Loss: 1.6506 Epoch 9/25...progress:7.14%....step:270/3780... Discriminator Loss: 2.1098... Generator Loss: 0.2207 Epoch 9/25...progress:7.41%....step:280/3780... Discriminator Loss: 1.5985... Generator Loss: 0.7312 Epoch 9/25...progress:7.67%....step:290/3780... Discriminator Loss: 1.5674... Generator Loss: 0.4589 Epoch 9/25...progress:7.94%....step:300/3780... Discriminator Loss: 2.0364... Generator Loss: 0.2477 Epoch 9/25...progress:8.20%....step:310/3780... Discriminator Loss: 1.5308... Generator Loss: 0.4143 Epoch 9/25...progress:8.47%....step:320/3780... Discriminator Loss: 1.2759... Generator Loss: 0.7332 Epoch 9/25...progress:8.73%....step:330/3780... Discriminator Loss: 1.2229... Generator Loss: 0.6064 Epoch 9/25...progress:8.99%....step:340/3780... Discriminator Loss: 2.0762... Generator Loss: 0.2882 Epoch 9/25...progress:9.26%....step:350/3780... Discriminator Loss: 1.2477... Generator Loss: 0.6834 Epoch 9/25...progress:9.52%....step:360/3780... Discriminator Loss: 2.0167... Generator Loss: 0.2662 Epoch 9/25...progress:9.79%....step:370/3780... Discriminator Loss: 2.0325... Generator Loss: 0.2693 Epoch 9/25...progress:10.05%....step:380/3780... Discriminator Loss: 2.4418... Generator Loss: 0.1739 Epoch 9/25...progress:10.32%....step:390/3780... Discriminator Loss: 1.8627... Generator Loss: 0.2906 Epoch 9/25...progress:10.58%....step:400/3780... Discriminator Loss: 1.4840... Generator Loss: 0.4996
Epoch 9/25...progress:10.85%....step:410/3780... Discriminator Loss: 2.2899... Generator Loss: 2.1540 Epoch 9/25...progress:11.11%....step:420/3780... Discriminator Loss: 1.3394... Generator Loss: 0.7216 Epoch 9/25...progress:11.38%....step:430/3780... Discriminator Loss: 2.0229... Generator Loss: 0.2409 Epoch 9/25...progress:11.64%....step:440/3780... Discriminator Loss: 1.2437... Generator Loss: 0.9068 Epoch 9/25...progress:11.90%....step:450/3780... Discriminator Loss: 1.9804... Generator Loss: 0.2642 Epoch 9/25...progress:12.17%....step:460/3780... Discriminator Loss: 1.2401... Generator Loss: 0.8519 Epoch 9/25...progress:12.43%....step:470/3780... Discriminator Loss: 1.2861... Generator Loss: 0.6853 Epoch 9/25...progress:12.70%....step:480/3780... Discriminator Loss: 1.0548... Generator Loss: 0.8823 Epoch 9/25...progress:12.96%....step:490/3780... Discriminator Loss: 2.6940... Generator Loss: 0.1317 Epoch 9/25...progress:13.23%....step:500/3780... Discriminator Loss: 1.7032... Generator Loss: 0.3836 Epoch 9/25...progress:13.49%....step:510/3780... Discriminator Loss: 1.4247... Generator Loss: 0.4432 Epoch 9/25...progress:13.76%....step:520/3780... Discriminator Loss: 2.8888... Generator Loss: 0.1121 Epoch 9/25...progress:14.02%....step:530/3780... Discriminator Loss: 1.6863... Generator Loss: 0.3596 Epoch 9/25...progress:14.29%....step:540/3780... Discriminator Loss: 1.1836... Generator Loss: 0.6613 Epoch 9/25...progress:14.55%....step:550/3780... Discriminator Loss: 1.9794... Generator Loss: 0.2676 Epoch 9/25...progress:14.81%....step:560/3780... Discriminator Loss: 1.7176... Generator Loss: 0.3892 Epoch 9/25...progress:15.08%....step:570/3780... Discriminator Loss: 1.5609... Generator Loss: 0.4632 Epoch 9/25...progress:15.34%....step:580/3780... Discriminator Loss: 1.4227... Generator Loss: 0.4936 Epoch 9/25...progress:15.61%....step:590/3780... Discriminator Loss: 1.5816... Generator Loss: 0.4092 Epoch 9/25...progress:15.87%....step:600/3780... Discriminator Loss: 1.3956... Generator Loss: 0.5999
Epoch 9/25...progress:16.14%....step:610/3780... Discriminator Loss: 1.4392... Generator Loss: 0.6171 Epoch 9/25...progress:16.40%....step:620/3780... Discriminator Loss: 2.1441... Generator Loss: 0.2109 Epoch 9/25...progress:16.67%....step:630/3780... Discriminator Loss: 0.8344... Generator Loss: 1.1764 Epoch 9/25...progress:16.93%....step:640/3780... Discriminator Loss: 1.9834... Generator Loss: 0.2805 Epoch 9/25...progress:17.20%....step:650/3780... Discriminator Loss: 1.8660... Generator Loss: 0.2860 Epoch 9/25...progress:17.46%....step:660/3780... Discriminator Loss: 1.9399... Generator Loss: 0.2926 Epoch 9/25...progress:17.72%....step:670/3780... Discriminator Loss: 1.2813... Generator Loss: 1.2505 Epoch 9/25...progress:17.99%....step:680/3780... Discriminator Loss: 2.1806... Generator Loss: 0.2328 Epoch 9/25...progress:18.25%....step:690/3780... Discriminator Loss: 1.5217... Generator Loss: 0.4731 Epoch 9/25...progress:18.52%....step:700/3780... Discriminator Loss: 1.0299... Generator Loss: 1.1908 Epoch 9/25...progress:18.78%....step:710/3780... Discriminator Loss: 2.1512... Generator Loss: 0.2032 Epoch 9/25...progress:19.05%....step:720/3780... Discriminator Loss: 1.4066... Generator Loss: 0.4938 Epoch 9/25...progress:19.31%....step:730/3780... Discriminator Loss: 1.7999... Generator Loss: 0.4891 Epoch 9/25...progress:19.58%....step:740/3780... Discriminator Loss: 1.3816... Generator Loss: 0.5058 Epoch 9/25...progress:19.84%....step:750/3780... Discriminator Loss: 2.2504... Generator Loss: 0.2237 Epoch 9/25...progress:20.11%....step:760/3780... Discriminator Loss: 1.6345... Generator Loss: 0.3854 Epoch 9/25...progress:20.37%....step:770/3780... Discriminator Loss: 2.2526... Generator Loss: 0.1778 Epoch 9/25...progress:20.63%....step:780/3780... Discriminator Loss: 1.8178... Generator Loss: 0.3204 Epoch 9/25...progress:20.90%....step:790/3780... Discriminator Loss: 1.6672... Generator Loss: 0.3590 Epoch 9/25...progress:21.16%....step:800/3780... Discriminator Loss: 1.7447... Generator Loss: 0.3693
Epoch 9/25...progress:21.43%....step:810/3780... Discriminator Loss: 1.9647... Generator Loss: 0.3602 Epoch 9/25...progress:21.69%....step:820/3780... Discriminator Loss: 1.7347... Generator Loss: 0.3827 Epoch 9/25...progress:21.96%....step:830/3780... Discriminator Loss: 1.2695... Generator Loss: 0.6415 Epoch 9/25...progress:22.22%....step:840/3780... Discriminator Loss: 1.9293... Generator Loss: 0.2962 Epoch 9/25...progress:22.49%....step:850/3780... Discriminator Loss: 1.1994... Generator Loss: 0.6807 Epoch 9/25...progress:22.75%....step:860/3780... Discriminator Loss: 1.7106... Generator Loss: 0.3603 Epoch 9/25...progress:23.02%....step:870/3780... Discriminator Loss: 1.0812... Generator Loss: 0.9130 Epoch 9/25...progress:23.28%....step:880/3780... Discriminator Loss: 1.7963... Generator Loss: 0.3710 Epoch 9/25...progress:23.54%....step:890/3780... Discriminator Loss: 2.5653... Generator Loss: 0.1479 Epoch 9/25...progress:23.81%....step:900/3780... Discriminator Loss: 1.4985... Generator Loss: 1.3782 Epoch 9/25...progress:24.07%....step:910/3780... Discriminator Loss: 1.7618... Generator Loss: 0.3544 Epoch 9/25...progress:24.34%....step:920/3780... Discriminator Loss: 1.0048... Generator Loss: 1.0266 Epoch 9/25...progress:24.60%....step:930/3780... Discriminator Loss: 1.6218... Generator Loss: 0.4330 Epoch 9/25...progress:24.87%....step:940/3780... Discriminator Loss: 1.8224... Generator Loss: 0.3197 Epoch 9/25...progress:25.13%....step:950/3780... Discriminator Loss: 2.1878... Generator Loss: 0.2118 Epoch 9/25...progress:25.40%....step:960/3780... Discriminator Loss: 1.3306... Generator Loss: 0.6424 Epoch 9/25...progress:25.66%....step:970/3780... Discriminator Loss: 2.2043... Generator Loss: 0.1986 Epoch 9/25...progress:25.93%....step:980/3780... Discriminator Loss: 1.8550... Generator Loss: 0.3251 Epoch 9/25...progress:26.19%....step:990/3780... Discriminator Loss: 1.4009... Generator Loss: 0.6901 Epoch 9/25...progress:26.46%....step:1000/3780... Discriminator Loss: 2.6125... Generator Loss: 0.1518
Epoch 9/25...progress:26.72%....step:1010/3780... Discriminator Loss: 2.0298... Generator Loss: 0.2526 Epoch 9/25...progress:26.98%....step:1020/3780... Discriminator Loss: 2.2428... Generator Loss: 0.2101 Epoch 9/25...progress:27.25%....step:1030/3780... Discriminator Loss: 1.7849... Generator Loss: 0.3638 Epoch 9/25...progress:27.51%....step:1040/3780... Discriminator Loss: 1.7546... Generator Loss: 0.3534 Epoch 9/25...progress:27.78%....step:1050/3780... Discriminator Loss: 1.6313... Generator Loss: 0.3927 Epoch 9/25...progress:28.04%....step:1060/3780... Discriminator Loss: 1.0956... Generator Loss: 0.7952 Epoch 9/25...progress:28.31%....step:1070/3780... Discriminator Loss: 1.1216... Generator Loss: 1.3152 Epoch 9/25...progress:28.57%....step:1080/3780... Discriminator Loss: 1.3218... Generator Loss: 0.5758 Epoch 9/25...progress:28.84%....step:1090/3780... Discriminator Loss: 1.7623... Generator Loss: 0.3563 Epoch 9/25...progress:29.10%....step:1100/3780... Discriminator Loss: 1.6865... Generator Loss: 0.5238 Epoch 9/25...progress:29.37%....step:1110/3780... Discriminator Loss: 1.4654... Generator Loss: 0.5450 Epoch 9/25...progress:29.63%....step:1120/3780... Discriminator Loss: 1.8969... Generator Loss: 0.3156 Epoch 9/25...progress:29.89%....step:1130/3780... Discriminator Loss: 2.2500... Generator Loss: 0.2365 Epoch 9/25...progress:30.16%....step:1140/3780... Discriminator Loss: 0.9652... Generator Loss: 1.3070 Epoch 9/25...progress:30.42%....step:1150/3780... Discriminator Loss: 1.0689... Generator Loss: 1.4608 Epoch 9/25...progress:30.69%....step:1160/3780... Discriminator Loss: 1.7040... Generator Loss: 0.4743 Epoch 9/25...progress:30.95%....step:1170/3780... Discriminator Loss: 1.4099... Generator Loss: 0.6316 Epoch 9/25...progress:31.22%....step:1180/3780... Discriminator Loss: 1.7233... Generator Loss: 2.1318 Epoch 9/25...progress:31.48%....step:1190/3780... Discriminator Loss: 1.7667... Generator Loss: 0.3315 Epoch 9/25...progress:31.75%....step:1200/3780... Discriminator Loss: 1.8901... Generator Loss: 0.3071
Epoch 9/25...progress:32.01%....step:1210/3780... Discriminator Loss: 1.4407... Generator Loss: 0.4851 Epoch 9/25...progress:32.28%....step:1220/3780... Discriminator Loss: 1.7797... Generator Loss: 0.3116 Epoch 9/25...progress:32.54%....step:1230/3780... Discriminator Loss: 1.2435... Generator Loss: 0.7293 Epoch 9/25...progress:32.80%....step:1240/3780... Discriminator Loss: 1.5957... Generator Loss: 0.4701 Epoch 9/25...progress:33.07%....step:1250/3780... Discriminator Loss: 1.3377... Generator Loss: 0.5733 Epoch 9/25...progress:33.33%....step:1260/3780... Discriminator Loss: 1.5395... Generator Loss: 0.4152 Epoch 9/25...progress:33.60%....step:1270/3780... Discriminator Loss: 1.8254... Generator Loss: 0.2983 Epoch 9/25...progress:33.86%....step:1280/3780... Discriminator Loss: 1.0911... Generator Loss: 0.8483 Epoch 9/25...progress:34.13%....step:1290/3780... Discriminator Loss: 1.6867... Generator Loss: 0.3718 Epoch 9/25...progress:34.39%....step:1300/3780... Discriminator Loss: 1.7407... Generator Loss: 0.3250 Epoch 9/25...progress:34.66%....step:1310/3780... Discriminator Loss: 1.6047... Generator Loss: 0.4014 Epoch 9/25...progress:34.92%....step:1320/3780... Discriminator Loss: 0.9855... Generator Loss: 0.9966 Epoch 9/25...progress:35.19%....step:1330/3780... Discriminator Loss: 1.3603... Generator Loss: 0.5978 Epoch 9/25...progress:35.45%....step:1340/3780... Discriminator Loss: 1.5262... Generator Loss: 0.5887 Epoch 9/25...progress:35.71%....step:1350/3780... Discriminator Loss: 1.8083... Generator Loss: 0.3022 Epoch 9/25...progress:35.98%....step:1360/3780... Discriminator Loss: 1.4272... Generator Loss: 0.5914 Epoch 9/25...progress:36.24%....step:1370/3780... Discriminator Loss: 1.8046... Generator Loss: 0.3263 Epoch 9/25...progress:36.51%....step:1380/3780... Discriminator Loss: 1.6694... Generator Loss: 0.3761 Epoch 9/25...progress:36.77%....step:1390/3780... Discriminator Loss: 1.7911... Generator Loss: 0.3148 Epoch 9/25...progress:37.04%....step:1400/3780... Discriminator Loss: 1.3447... Generator Loss: 0.5069
Epoch 9/25...progress:37.30%....step:1410/3780... Discriminator Loss: 2.1515... Generator Loss: 0.2159 Epoch 9/25...progress:37.57%....step:1420/3780... Discriminator Loss: 1.0570... Generator Loss: 0.8965 Epoch 9/25...progress:37.83%....step:1430/3780... Discriminator Loss: 1.5551... Generator Loss: 0.4530 Epoch 9/25...progress:38.10%....step:1440/3780... Discriminator Loss: 1.8542... Generator Loss: 0.3403 Epoch 9/25...progress:38.36%....step:1450/3780... Discriminator Loss: 1.0370... Generator Loss: 1.1220 Epoch 9/25...progress:38.62%....step:1460/3780... Discriminator Loss: 1.5370... Generator Loss: 0.4362 Epoch 9/25...progress:38.89%....step:1470/3780... Discriminator Loss: 1.1777... Generator Loss: 0.7245 Epoch 9/25...progress:39.15%....step:1480/3780... Discriminator Loss: 2.1799... Generator Loss: 0.2251 Epoch 9/25...progress:39.42%....step:1490/3780... Discriminator Loss: 1.2677... Generator Loss: 0.7097 Epoch 9/25...progress:39.68%....step:1500/3780... Discriminator Loss: 2.1990... Generator Loss: 0.2095 Epoch 9/25...progress:39.95%....step:1510/3780... Discriminator Loss: 1.2400... Generator Loss: 1.7649 Epoch 9/25...progress:40.21%....step:1520/3780... Discriminator Loss: 1.7894... Generator Loss: 0.3662 Epoch 9/25...progress:40.48%....step:1530/3780... Discriminator Loss: 1.6493... Generator Loss: 0.4062 Epoch 9/25...progress:40.74%....step:1540/3780... Discriminator Loss: 1.1646... Generator Loss: 0.9359 Epoch 9/25...progress:41.01%....step:1550/3780... Discriminator Loss: 1.7298... Generator Loss: 0.4119 Epoch 9/25...progress:41.27%....step:1560/3780... Discriminator Loss: 1.8093... Generator Loss: 0.3240 Epoch 9/25...progress:41.53%....step:1570/3780... Discriminator Loss: 1.8089... Generator Loss: 0.3160 Epoch 9/25...progress:41.80%....step:1580/3780... Discriminator Loss: 1.8576... Generator Loss: 0.3225 Epoch 9/25...progress:42.06%....step:1590/3780... Discriminator Loss: 1.0484... Generator Loss: 0.8458 Epoch 9/25...progress:42.33%....step:1600/3780... Discriminator Loss: 1.0506... Generator Loss: 1.0669
Epoch 9/25...progress:42.59%....step:1610/3780... Discriminator Loss: 1.1998... Generator Loss: 0.9635 Epoch 9/25...progress:42.86%....step:1620/3780... Discriminator Loss: 1.3377... Generator Loss: 0.9695 Epoch 9/25...progress:43.12%....step:1630/3780... Discriminator Loss: 1.3438... Generator Loss: 0.5737 Epoch 9/25...progress:43.39%....step:1640/3780... Discriminator Loss: 1.3701... Generator Loss: 0.5466 Epoch 9/25...progress:43.65%....step:1650/3780... Discriminator Loss: 1.3308... Generator Loss: 0.5845 Epoch 9/25...progress:43.92%....step:1660/3780... Discriminator Loss: 1.6986... Generator Loss: 0.3461 Epoch 9/25...progress:44.18%....step:1670/3780... Discriminator Loss: 1.1297... Generator Loss: 0.7063 Epoch 9/25...progress:44.44%....step:1680/3780... Discriminator Loss: 1.4246... Generator Loss: 0.4952 Epoch 9/25...progress:44.71%....step:1690/3780... Discriminator Loss: 2.3916... Generator Loss: 0.1569 Epoch 9/25...progress:44.97%....step:1700/3780... Discriminator Loss: 1.1403... Generator Loss: 0.7323 Epoch 9/25...progress:45.24%....step:1710/3780... Discriminator Loss: 2.2687... Generator Loss: 0.1971 Epoch 9/25...progress:45.50%....step:1720/3780... Discriminator Loss: 2.4786... Generator Loss: 0.1633 Epoch 9/25...progress:45.77%....step:1730/3780... Discriminator Loss: 1.5782... Generator Loss: 0.4082 Epoch 9/25...progress:46.03%....step:1740/3780... Discriminator Loss: 1.8655... Generator Loss: 0.3026 Epoch 9/25...progress:46.30%....step:1750/3780... Discriminator Loss: 1.9793... Generator Loss: 0.2489 Epoch 9/25...progress:46.56%....step:1760/3780... Discriminator Loss: 1.4888... Generator Loss: 0.4561 Epoch 9/25...progress:46.83%....step:1770/3780... Discriminator Loss: 1.2200... Generator Loss: 0.7409 Epoch 9/25...progress:47.09%....step:1780/3780... Discriminator Loss: 1.2770... Generator Loss: 0.6270 Epoch 9/25...progress:47.35%....step:1790/3780... Discriminator Loss: 1.6336... Generator Loss: 0.6425 Epoch 9/25...progress:47.62%....step:1800/3780... Discriminator Loss: 1.4912... Generator Loss: 0.4770
Epoch 9/25...progress:47.88%....step:1810/3780... Discriminator Loss: 1.6872... Generator Loss: 0.3760 Epoch 9/25...progress:48.15%....step:1820/3780... Discriminator Loss: 1.9370... Generator Loss: 0.2629 Epoch 9/25...progress:48.41%....step:1830/3780... Discriminator Loss: 1.7419... Generator Loss: 0.3726 Epoch 9/25...progress:48.68%....step:1840/3780... Discriminator Loss: 1.8269... Generator Loss: 0.2957 Epoch 9/25...progress:48.94%....step:1850/3780... Discriminator Loss: 1.0998... Generator Loss: 0.7798 Epoch 9/25...progress:49.21%....step:1860/3780... Discriminator Loss: 2.0542... Generator Loss: 0.2644 Epoch 9/25...progress:49.47%....step:1870/3780... Discriminator Loss: 1.1959... Generator Loss: 0.8325 Epoch 9/25...progress:49.74%....step:1880/3780... Discriminator Loss: 2.2735... Generator Loss: 0.1911 Epoch 9/25...progress:50.00%....step:1890/3780... Discriminator Loss: 1.5720... Generator Loss: 0.4576 Epoch 9/25...progress:50.26%....step:1900/3780... Discriminator Loss: 1.3483... Generator Loss: 0.5884 Epoch 9/25...progress:50.53%....step:1910/3780... Discriminator Loss: 1.1773... Generator Loss: 0.8551 Epoch 9/25...progress:50.79%....step:1920/3780... Discriminator Loss: 2.0910... Generator Loss: 0.2619 Epoch 9/25...progress:51.06%....step:1930/3780... Discriminator Loss: 1.6212... Generator Loss: 0.4787 Epoch 9/25...progress:51.32%....step:1940/3780... Discriminator Loss: 1.4190... Generator Loss: 0.5636 Epoch 9/25...progress:51.59%....step:1950/3780... Discriminator Loss: 1.5575... Generator Loss: 0.4893 Epoch 9/25...progress:51.85%....step:1960/3780... Discriminator Loss: 1.3082... Generator Loss: 0.7102 Epoch 9/25...progress:52.12%....step:1970/3780... Discriminator Loss: 1.1128... Generator Loss: 0.8736 Epoch 9/25...progress:52.38%....step:1980/3780... Discriminator Loss: 1.7446... Generator Loss: 0.3337 Epoch 9/25...progress:52.65%....step:1990/3780... Discriminator Loss: 1.8053... Generator Loss: 0.3096 Epoch 9/25...progress:52.91%....step:2000/3780... Discriminator Loss: 1.6938... Generator Loss: 0.4031
Epoch 9/25...progress:53.17%....step:2010/3780... Discriminator Loss: 1.3593... Generator Loss: 1.2209 Epoch 9/25...progress:53.44%....step:2020/3780... Discriminator Loss: 1.6334... Generator Loss: 0.4257 Epoch 9/25...progress:53.70%....step:2030/3780... Discriminator Loss: 1.3463... Generator Loss: 0.7481 Epoch 9/25...progress:53.97%....step:2040/3780... Discriminator Loss: 1.6404... Generator Loss: 0.3992 Epoch 9/25...progress:54.23%....step:2050/3780... Discriminator Loss: 1.6803... Generator Loss: 0.3746 Epoch 9/25...progress:54.50%....step:2060/3780... Discriminator Loss: 1.3475... Generator Loss: 1.6891 Epoch 9/25...progress:54.76%....step:2070/3780... Discriminator Loss: 1.4115... Generator Loss: 0.5229 Epoch 9/25...progress:55.03%....step:2080/3780... Discriminator Loss: 1.4812... Generator Loss: 0.4510 Epoch 9/25...progress:55.29%....step:2090/3780... Discriminator Loss: 1.2164... Generator Loss: 0.9480 Epoch 9/25...progress:55.56%....step:2100/3780... Discriminator Loss: 1.9143... Generator Loss: 0.2726 Epoch 9/25...progress:55.82%....step:2110/3780... Discriminator Loss: 1.7153... Generator Loss: 0.4179 Epoch 9/25...progress:56.08%....step:2120/3780... Discriminator Loss: 1.4062... Generator Loss: 0.6150 Epoch 9/25...progress:56.35%....step:2130/3780... Discriminator Loss: 1.8904... Generator Loss: 0.3079 Epoch 9/25...progress:56.61%....step:2140/3780... Discriminator Loss: 1.6894... Generator Loss: 0.4159 Epoch 9/25...progress:56.88%....step:2150/3780... Discriminator Loss: 1.3531... Generator Loss: 0.5620 Epoch 9/25...progress:57.14%....step:2160/3780... Discriminator Loss: 1.6500... Generator Loss: 0.4187 Epoch 9/25...progress:57.41%....step:2170/3780... Discriminator Loss: 0.6812... Generator Loss: 2.0866 Epoch 9/25...progress:57.67%....step:2180/3780... Discriminator Loss: 1.2285... Generator Loss: 0.9441 Epoch 9/25...progress:57.94%....step:2190/3780... Discriminator Loss: 1.5593... Generator Loss: 0.4323 Epoch 9/25...progress:58.20%....step:2200/3780... Discriminator Loss: 1.6628... Generator Loss: 0.4061
Epoch 9/25...progress:58.47%....step:2210/3780... Discriminator Loss: 2.3111... Generator Loss: 0.2158 Epoch 9/25...progress:58.73%....step:2220/3780... Discriminator Loss: 1.3946... Generator Loss: 0.9300 Epoch 9/25...progress:58.99%....step:2230/3780... Discriminator Loss: 1.6541... Generator Loss: 0.4831 Epoch 9/25...progress:59.26%....step:2240/3780... Discriminator Loss: 1.3729... Generator Loss: 0.5931 Epoch 9/25...progress:59.52%....step:2250/3780... Discriminator Loss: 1.2471... Generator Loss: 0.6435 Epoch 9/25...progress:59.79%....step:2260/3780... Discriminator Loss: 1.3447... Generator Loss: 0.8653 Epoch 9/25...progress:60.05%....step:2270/3780... Discriminator Loss: 1.9099... Generator Loss: 0.3169 Epoch 9/25...progress:60.32%....step:2280/3780... Discriminator Loss: 2.0487... Generator Loss: 0.2505 Epoch 9/25...progress:60.58%....step:2290/3780... Discriminator Loss: 1.2125... Generator Loss: 0.9299 Epoch 9/25...progress:60.85%....step:2300/3780... Discriminator Loss: 1.0280... Generator Loss: 0.9198 Epoch 9/25...progress:61.11%....step:2310/3780... Discriminator Loss: 1.3358... Generator Loss: 0.6002 Epoch 9/25...progress:61.38%....step:2320/3780... Discriminator Loss: 1.1786... Generator Loss: 0.7442 Epoch 9/25...progress:61.64%....step:2330/3780... Discriminator Loss: 1.3185... Generator Loss: 1.0561 Epoch 9/25...progress:61.90%....step:2340/3780... Discriminator Loss: 2.0863... Generator Loss: 0.2159 Epoch 9/25...progress:62.17%....step:2350/3780... Discriminator Loss: 1.3951... Generator Loss: 0.5591 Epoch 9/25...progress:62.43%....step:2360/3780... Discriminator Loss: 1.0775... Generator Loss: 1.5746 Epoch 9/25...progress:62.70%....step:2370/3780... Discriminator Loss: 1.8427... Generator Loss: 0.2852 Epoch 9/25...progress:62.96%....step:2380/3780... Discriminator Loss: 1.3948... Generator Loss: 0.5541 Epoch 9/25...progress:63.23%....step:2390/3780... Discriminator Loss: 1.3535... Generator Loss: 0.6655 Epoch 9/25...progress:63.49%....step:2400/3780... Discriminator Loss: 1.1890... Generator Loss: 0.7347
Epoch 9/25...progress:63.76%....step:2410/3780... Discriminator Loss: 0.9897... Generator Loss: 1.3941 Epoch 9/25...progress:64.02%....step:2420/3780... Discriminator Loss: 1.5357... Generator Loss: 0.4988 Epoch 9/25...progress:64.29%....step:2430/3780... Discriminator Loss: 1.5445... Generator Loss: 0.4430 Epoch 9/25...progress:64.55%....step:2440/3780... Discriminator Loss: 1.2132... Generator Loss: 1.0718 Epoch 9/25...progress:64.81%....step:2450/3780... Discriminator Loss: 1.5724... Generator Loss: 0.4868 Epoch 9/25...progress:65.08%....step:2460/3780... Discriminator Loss: 2.0478... Generator Loss: 0.2399 Epoch 9/25...progress:65.34%....step:2470/3780... Discriminator Loss: 2.4114... Generator Loss: 0.1622 Epoch 9/25...progress:65.61%....step:2480/3780... Discriminator Loss: 2.1183... Generator Loss: 0.2368 Epoch 9/25...progress:65.87%....step:2490/3780... Discriminator Loss: 0.9494... Generator Loss: 1.2703 Epoch 9/25...progress:66.14%....step:2500/3780... Discriminator Loss: 1.0266... Generator Loss: 0.9488 Epoch 9/25...progress:66.40%....step:2510/3780... Discriminator Loss: 1.1285... Generator Loss: 0.7814 Epoch 9/25...progress:66.67%....step:2520/3780... Discriminator Loss: 1.6645... Generator Loss: 0.3889 Epoch 9/25...progress:66.93%....step:2530/3780... Discriminator Loss: 2.5399... Generator Loss: 0.1506 Epoch 9/25...progress:67.20%....step:2540/3780... Discriminator Loss: 1.3820... Generator Loss: 0.5291 Epoch 9/25...progress:67.46%....step:2550/3780... Discriminator Loss: 2.3908... Generator Loss: 2.6803 Epoch 9/25...progress:67.72%....step:2560/3780... Discriminator Loss: 2.0465... Generator Loss: 0.2494 Epoch 9/25...progress:67.99%....step:2570/3780... Discriminator Loss: 1.1766... Generator Loss: 0.9376 Epoch 9/25...progress:68.25%....step:2580/3780... Discriminator Loss: 1.2026... Generator Loss: 0.8064 Epoch 9/25...progress:68.52%....step:2590/3780... Discriminator Loss: 1.6653... Generator Loss: 0.4102 Epoch 9/25...progress:68.78%....step:2600/3780... Discriminator Loss: 1.8264... Generator Loss: 0.3328
Epoch 9/25...progress:69.05%....step:2610/3780... Discriminator Loss: 1.4974... Generator Loss: 0.4518 Epoch 9/25...progress:69.31%....step:2620/3780... Discriminator Loss: 1.7615... Generator Loss: 0.3303 Epoch 9/25...progress:69.58%....step:2630/3780... Discriminator Loss: 2.2950... Generator Loss: 0.1972 Epoch 9/25...progress:69.84%....step:2640/3780... Discriminator Loss: 1.4556... Generator Loss: 0.9637 Epoch 9/25...progress:70.11%....step:2650/3780... Discriminator Loss: 1.4623... Generator Loss: 0.4920 Epoch 9/25...progress:70.37%....step:2660/3780... Discriminator Loss: 1.7504... Generator Loss: 0.3412 Epoch 9/25...progress:70.63%....step:2670/3780... Discriminator Loss: 1.8813... Generator Loss: 0.3020 Epoch 9/25...progress:70.90%....step:2680/3780... Discriminator Loss: 1.6567... Generator Loss: 0.3774 Epoch 9/25...progress:71.16%....step:2690/3780... Discriminator Loss: 1.0236... Generator Loss: 0.9716 Epoch 9/25...progress:71.43%....step:2700/3780... Discriminator Loss: 2.1260... Generator Loss: 0.2469 Epoch 9/25...progress:71.69%....step:2710/3780... Discriminator Loss: 1.7781... Generator Loss: 0.3248 Epoch 9/25...progress:71.96%....step:2720/3780... Discriminator Loss: 1.9413... Generator Loss: 0.3012 Epoch 9/25...progress:72.22%....step:2730/3780... Discriminator Loss: 1.2876... Generator Loss: 0.7664 Epoch 9/25...progress:72.49%....step:2740/3780... Discriminator Loss: 2.4062... Generator Loss: 0.1556 Epoch 9/25...progress:72.75%....step:2750/3780... Discriminator Loss: 1.6304... Generator Loss: 0.3825 Epoch 9/25...progress:73.02%....step:2760/3780... Discriminator Loss: 1.9686... Generator Loss: 0.2936 Epoch 9/25...progress:73.28%....step:2770/3780... Discriminator Loss: 1.1607... Generator Loss: 0.9706 Epoch 9/25...progress:73.54%....step:2780/3780... Discriminator Loss: 2.1336... Generator Loss: 0.2268 Epoch 9/25...progress:73.81%....step:2790/3780... Discriminator Loss: 1.1353... Generator Loss: 0.8370 Epoch 9/25...progress:74.07%....step:2800/3780... Discriminator Loss: 1.5770... Generator Loss: 0.4204
Epoch 9/25...progress:74.34%....step:2810/3780... Discriminator Loss: 1.6952... Generator Loss: 0.4376 Epoch 9/25...progress:74.60%....step:2820/3780... Discriminator Loss: 1.4677... Generator Loss: 0.5290 Epoch 9/25...progress:74.87%....step:2830/3780... Discriminator Loss: 1.2043... Generator Loss: 0.6939 Epoch 9/25...progress:75.13%....step:2840/3780... Discriminator Loss: 1.8607... Generator Loss: 0.2994 Epoch 9/25...progress:75.40%....step:2850/3780... Discriminator Loss: 1.9240... Generator Loss: 0.2581 Epoch 9/25...progress:75.66%....step:2860/3780... Discriminator Loss: 1.6330... Generator Loss: 0.4607 Epoch 9/25...progress:75.93%....step:2870/3780... Discriminator Loss: 2.1960... Generator Loss: 0.2125 Epoch 9/25...progress:76.19%....step:2880/3780... Discriminator Loss: 1.1710... Generator Loss: 0.7351 Epoch 9/25...progress:76.46%....step:2890/3780... Discriminator Loss: 1.2334... Generator Loss: 1.1435 Epoch 9/25...progress:76.72%....step:2900/3780... Discriminator Loss: 2.1567... Generator Loss: 0.2065 Epoch 9/25...progress:76.98%....step:2910/3780... Discriminator Loss: 1.4423... Generator Loss: 0.4803 Epoch 9/25...progress:77.25%....step:2920/3780... Discriminator Loss: 1.2639... Generator Loss: 0.7241 Epoch 9/25...progress:77.51%....step:2930/3780... Discriminator Loss: 1.3184... Generator Loss: 0.5804 Epoch 9/25...progress:77.78%....step:2940/3780... Discriminator Loss: 1.8669... Generator Loss: 0.2944 Epoch 9/25...progress:78.04%....step:2950/3780... Discriminator Loss: 1.8496... Generator Loss: 0.3249 Epoch 9/25...progress:78.31%....step:2960/3780... Discriminator Loss: 1.1724... Generator Loss: 0.9308 Epoch 9/25...progress:78.57%....step:2970/3780... Discriminator Loss: 1.3936... Generator Loss: 0.5154 Epoch 9/25...progress:78.84%....step:2980/3780... Discriminator Loss: 1.8890... Generator Loss: 0.2876 Epoch 9/25...progress:79.10%....step:2990/3780... Discriminator Loss: 2.0584... Generator Loss: 0.2500 Epoch 9/25...progress:79.37%....step:3000/3780... Discriminator Loss: 1.5964... Generator Loss: 1.8581
Epoch 9/25...progress:79.63%....step:3010/3780... Discriminator Loss: 1.1802... Generator Loss: 1.2433 Epoch 9/25...progress:79.89%....step:3020/3780... Discriminator Loss: 1.6745... Generator Loss: 0.4488 Epoch 9/25...progress:80.16%....step:3030/3780... Discriminator Loss: 1.4888... Generator Loss: 0.5318 Epoch 9/25...progress:80.42%....step:3040/3780... Discriminator Loss: 1.8319... Generator Loss: 0.3009 Epoch 9/25...progress:80.69%....step:3050/3780... Discriminator Loss: 1.6549... Generator Loss: 0.4375 Epoch 9/25...progress:80.95%....step:3060/3780... Discriminator Loss: 1.3273... Generator Loss: 0.7430 Epoch 9/25...progress:81.22%....step:3070/3780... Discriminator Loss: 1.2173... Generator Loss: 0.7209 Epoch 9/25...progress:81.48%....step:3080/3780... Discriminator Loss: 2.0925... Generator Loss: 0.2274 Epoch 9/25...progress:81.75%....step:3090/3780... Discriminator Loss: 1.4513... Generator Loss: 0.4902 Epoch 9/25...progress:82.01%....step:3100/3780... Discriminator Loss: 1.3601... Generator Loss: 1.3904 Epoch 9/25...progress:82.28%....step:3110/3780... Discriminator Loss: 1.3525... Generator Loss: 0.7073 Epoch 9/25...progress:82.54%....step:3120/3780... Discriminator Loss: 1.8844... Generator Loss: 0.2727 Epoch 9/25...progress:82.80%....step:3130/3780... Discriminator Loss: 1.4809... Generator Loss: 0.5083 Epoch 9/25...progress:83.07%....step:3140/3780... Discriminator Loss: 1.7958... Generator Loss: 0.3262 Epoch 9/25...progress:83.33%....step:3150/3780... Discriminator Loss: 1.0730... Generator Loss: 0.7967 Epoch 9/25...progress:83.60%....step:3160/3780... Discriminator Loss: 1.7492... Generator Loss: 0.3255 Epoch 9/25...progress:83.86%....step:3170/3780... Discriminator Loss: 2.3192... Generator Loss: 0.2169 Epoch 9/25...progress:84.13%....step:3180/3780... Discriminator Loss: 2.4182... Generator Loss: 0.1687 Epoch 9/25...progress:84.39%....step:3190/3780... Discriminator Loss: 0.9953... Generator Loss: 1.0495 Epoch 9/25...progress:84.66%....step:3200/3780... Discriminator Loss: 1.0928... Generator Loss: 1.2945
Epoch 9/25...progress:84.92%....step:3210/3780... Discriminator Loss: 1.5670... Generator Loss: 0.4341 Epoch 9/25...progress:85.19%....step:3220/3780... Discriminator Loss: 1.7836... Generator Loss: 0.3813 Epoch 9/25...progress:85.45%....step:3230/3780... Discriminator Loss: 2.2220... Generator Loss: 0.1977 Epoch 9/25...progress:85.71%....step:3240/3780... Discriminator Loss: 1.6244... Generator Loss: 0.3857 Epoch 9/25...progress:85.98%....step:3250/3780... Discriminator Loss: 1.5388... Generator Loss: 0.5589 Epoch 9/25...progress:86.24%....step:3260/3780... Discriminator Loss: 2.2512... Generator Loss: 0.1961 Epoch 9/25...progress:86.51%....step:3270/3780... Discriminator Loss: 1.6026... Generator Loss: 0.4111 Epoch 9/25...progress:86.77%....step:3280/3780... Discriminator Loss: 1.2842... Generator Loss: 0.5545 Epoch 9/25...progress:87.04%....step:3290/3780... Discriminator Loss: 1.0395... Generator Loss: 1.1246 Epoch 9/25...progress:87.30%....step:3300/3780... Discriminator Loss: 1.2436... Generator Loss: 0.7371 Epoch 9/25...progress:87.57%....step:3310/3780... Discriminator Loss: 1.3111... Generator Loss: 0.5659 Epoch 9/25...progress:87.83%....step:3320/3780... Discriminator Loss: 1.1737... Generator Loss: 0.8023 Epoch 9/25...progress:88.10%....step:3330/3780... Discriminator Loss: 0.9588... Generator Loss: 1.1656 Epoch 9/25...progress:88.36%....step:3340/3780... Discriminator Loss: 0.8911... Generator Loss: 1.0987 Epoch 9/25...progress:88.62%....step:3350/3780... Discriminator Loss: 1.6162... Generator Loss: 0.4709 Epoch 9/25...progress:88.89%....step:3360/3780... Discriminator Loss: 1.5045... Generator Loss: 0.4916 Epoch 9/25...progress:89.15%....step:3370/3780... Discriminator Loss: 1.5338... Generator Loss: 0.4727 Epoch 9/25...progress:89.42%....step:3380/3780... Discriminator Loss: 1.7010... Generator Loss: 0.3436 Epoch 9/25...progress:89.68%....step:3390/3780... Discriminator Loss: 1.1195... Generator Loss: 0.8023 Epoch 9/25...progress:89.95%....step:3400/3780... Discriminator Loss: 1.9797... Generator Loss: 0.2544
Epoch 9/25...progress:90.21%....step:3410/3780... Discriminator Loss: 1.6214... Generator Loss: 0.4084 Epoch 9/25...progress:90.48%....step:3420/3780... Discriminator Loss: 1.2706... Generator Loss: 0.5677 Epoch 9/25...progress:90.74%....step:3430/3780... Discriminator Loss: 1.3779... Generator Loss: 0.5958 Epoch 9/25...progress:91.01%....step:3440/3780... Discriminator Loss: 1.3089... Generator Loss: 0.8277 Epoch 9/25...progress:91.27%....step:3450/3780... Discriminator Loss: 1.6257... Generator Loss: 0.3657 Epoch 9/25...progress:91.53%....step:3460/3780... Discriminator Loss: 1.5507... Generator Loss: 0.4178 Epoch 9/25...progress:91.80%....step:3470/3780... Discriminator Loss: 1.6917... Generator Loss: 0.6295 Epoch 9/25...progress:92.06%....step:3480/3780... Discriminator Loss: 1.5831... Generator Loss: 0.5015 Epoch 9/25...progress:92.33%....step:3490/3780... Discriminator Loss: 2.0863... Generator Loss: 0.2947 Epoch 9/25...progress:92.59%....step:3500/3780... Discriminator Loss: 1.3802... Generator Loss: 0.6782 Epoch 9/25...progress:92.86%....step:3510/3780... Discriminator Loss: 1.9961... Generator Loss: 0.2593 Epoch 9/25...progress:93.12%....step:3520/3780... Discriminator Loss: 1.1963... Generator Loss: 0.7905 Epoch 9/25...progress:93.39%....step:3530/3780... Discriminator Loss: 1.5406... Generator Loss: 0.5370 Epoch 9/25...progress:93.65%....step:3540/3780... Discriminator Loss: 1.0919... Generator Loss: 1.1542 Epoch 9/25...progress:93.92%....step:3550/3780... Discriminator Loss: 2.1904... Generator Loss: 0.2399 Epoch 9/25...progress:94.18%....step:3560/3780... Discriminator Loss: 1.7597... Generator Loss: 0.4179 Epoch 9/25...progress:94.44%....step:3570/3780... Discriminator Loss: 2.3789... Generator Loss: 0.1808 Epoch 9/25...progress:94.71%....step:3580/3780... Discriminator Loss: 1.6095... Generator Loss: 0.4069 Epoch 9/25...progress:94.97%....step:3590/3780... Discriminator Loss: 1.5688... Generator Loss: 0.4185 Epoch 9/25...progress:95.24%....step:3600/3780... Discriminator Loss: 2.1258... Generator Loss: 0.2291
Epoch 9/25...progress:95.50%....step:3610/3780... Discriminator Loss: 1.2832... Generator Loss: 0.8264 Epoch 9/25...progress:95.77%....step:3620/3780... Discriminator Loss: 2.1641... Generator Loss: 0.2041 Epoch 9/25...progress:96.03%....step:3630/3780... Discriminator Loss: 2.1100... Generator Loss: 0.2300 Epoch 9/25...progress:96.30%....step:3640/3780... Discriminator Loss: 1.2392... Generator Loss: 0.7146 Epoch 9/25...progress:96.56%....step:3650/3780... Discriminator Loss: 0.8715... Generator Loss: 1.0317 Epoch 9/25...progress:96.83%....step:3660/3780... Discriminator Loss: 1.5683... Generator Loss: 0.4729 Epoch 9/25...progress:97.09%....step:3670/3780... Discriminator Loss: 1.8626... Generator Loss: 0.3162 Epoch 9/25...progress:97.35%....step:3680/3780... Discriminator Loss: 1.8945... Generator Loss: 0.2897 Epoch 9/25...progress:97.62%....step:3690/3780... Discriminator Loss: 2.1278... Generator Loss: 0.2346 Epoch 9/25...progress:97.88%....step:3700/3780... Discriminator Loss: 2.3940... Generator Loss: 0.1779 Epoch 9/25...progress:98.15%....step:3710/3780... Discriminator Loss: 1.2791... Generator Loss: 0.6997 Epoch 9/25...progress:98.41%....step:3720/3780... Discriminator Loss: 1.8443... Generator Loss: 0.3037 Epoch 9/25...progress:98.68%....step:3730/3780... Discriminator Loss: 1.4529... Generator Loss: 0.5543 Epoch 9/25...progress:98.94%....step:3740/3780... Discriminator Loss: 1.1618... Generator Loss: 0.7506 Epoch 9/25...progress:99.21%....step:3750/3780... Discriminator Loss: 1.4472... Generator Loss: 0.5838 Epoch 9/25...progress:99.47%....step:3760/3780... Discriminator Loss: 1.8108... Generator Loss: 0.3123 Epoch 9/25...progress:99.74%....step:3770/3780... Discriminator Loss: 1.4674... Generator Loss: 0.4563 STARTING epoch: 9 , steps: 3780 ........ Epoch 10/25...progress:0.00%....step:0/3780... Discriminator Loss: 1.6503... Generator Loss: 0.4050
Epoch 10/25...progress:0.26%....step:10/3780... Discriminator Loss: 1.4628... Generator Loss: 0.9789 Epoch 10/25...progress:0.53%....step:20/3780... Discriminator Loss: 2.3743... Generator Loss: 0.1934 Epoch 10/25...progress:0.79%....step:30/3780... Discriminator Loss: 1.8101... Generator Loss: 0.3526 Epoch 10/25...progress:1.06%....step:40/3780... Discriminator Loss: 2.3193... Generator Loss: 0.1914 Epoch 10/25...progress:1.32%....step:50/3780... Discriminator Loss: 1.8030... Generator Loss: 0.9858 Epoch 10/25...progress:1.59%....step:60/3780... Discriminator Loss: 1.8549... Generator Loss: 0.2675 Epoch 10/25...progress:1.85%....step:70/3780... Discriminator Loss: 1.3788... Generator Loss: 0.5638 Epoch 10/25...progress:2.12%....step:80/3780... Discriminator Loss: 1.5165... Generator Loss: 0.4477 Epoch 10/25...progress:2.38%....step:90/3780... Discriminator Loss: 1.2596... Generator Loss: 0.6261 Epoch 10/25...progress:2.65%....step:100/3780... Discriminator Loss: 1.6400... Generator Loss: 0.3762 Epoch 10/25...progress:2.91%....step:110/3780... Discriminator Loss: 1.4560... Generator Loss: 0.4727 Epoch 10/25...progress:3.17%....step:120/3780... Discriminator Loss: 2.4345... Generator Loss: 0.1656 Epoch 10/25...progress:3.44%....step:130/3780... Discriminator Loss: 1.9776... Generator Loss: 0.2964 Epoch 10/25...progress:3.70%....step:140/3780... Discriminator Loss: 1.7120... Generator Loss: 0.3597 Epoch 10/25...progress:3.97%....step:150/3780... Discriminator Loss: 1.9539... Generator Loss: 0.3076 Epoch 10/25...progress:4.23%....step:160/3780... Discriminator Loss: 1.8241... Generator Loss: 0.3384 Epoch 10/25...progress:4.50%....step:170/3780... Discriminator Loss: 2.1130... Generator Loss: 0.2386 Epoch 10/25...progress:4.76%....step:180/3780... Discriminator Loss: 1.7659... Generator Loss: 0.3462 Epoch 10/25...progress:5.03%....step:190/3780... Discriminator Loss: 0.9060... Generator Loss: 1.2122 Epoch 10/25...progress:5.29%....step:200/3780... Discriminator Loss: 1.4872... Generator Loss: 0.5111
Epoch 10/25...progress:5.56%....step:210/3780... Discriminator Loss: 1.4556... Generator Loss: 0.5211 Epoch 10/25...progress:5.82%....step:220/3780... Discriminator Loss: 1.4493... Generator Loss: 0.5095 Epoch 10/25...progress:6.08%....step:230/3780... Discriminator Loss: 1.7112... Generator Loss: 0.4293 Epoch 10/25...progress:6.35%....step:240/3780... Discriminator Loss: 1.7024... Generator Loss: 0.3952 Epoch 10/25...progress:6.61%....step:250/3780... Discriminator Loss: 1.0070... Generator Loss: 0.9148 Epoch 10/25...progress:6.88%....step:260/3780... Discriminator Loss: 1.0715... Generator Loss: 1.0139 Epoch 10/25...progress:7.14%....step:270/3780... Discriminator Loss: 1.6754... Generator Loss: 0.3485 Epoch 10/25...progress:7.41%....step:280/3780... Discriminator Loss: 1.8775... Generator Loss: 0.3361 Epoch 10/25...progress:7.67%....step:290/3780... Discriminator Loss: 1.7997... Generator Loss: 0.3368 Epoch 10/25...progress:7.94%....step:300/3780... Discriminator Loss: 1.9045... Generator Loss: 0.2727 Epoch 10/25...progress:8.20%....step:310/3780... Discriminator Loss: 1.4884... Generator Loss: 0.4657 Epoch 10/25...progress:8.47%....step:320/3780... Discriminator Loss: 1.2259... Generator Loss: 0.6487 Epoch 10/25...progress:8.73%....step:330/3780... Discriminator Loss: 1.5156... Generator Loss: 0.4839 Epoch 10/25...progress:8.99%....step:340/3780... Discriminator Loss: 2.2104... Generator Loss: 0.2175 Epoch 10/25...progress:9.26%....step:350/3780... Discriminator Loss: 2.1810... Generator Loss: 1.9171 Epoch 10/25...progress:9.52%....step:360/3780... Discriminator Loss: 2.0146... Generator Loss: 0.2642 Epoch 10/25...progress:9.79%....step:370/3780... Discriminator Loss: 1.8886... Generator Loss: 0.2823 Epoch 10/25...progress:10.05%....step:380/3780... Discriminator Loss: 1.0327... Generator Loss: 0.8678 Epoch 10/25...progress:10.32%....step:390/3780... Discriminator Loss: 2.1351... Generator Loss: 0.2378 Epoch 10/25...progress:10.58%....step:400/3780... Discriminator Loss: 1.3736... Generator Loss: 0.6753
Epoch 10/25...progress:10.85%....step:410/3780... Discriminator Loss: 1.6049... Generator Loss: 0.4684 Epoch 10/25...progress:11.11%....step:420/3780... Discriminator Loss: 0.9975... Generator Loss: 1.3097 Epoch 10/25...progress:11.38%....step:430/3780... Discriminator Loss: 1.8752... Generator Loss: 0.3075 Epoch 10/25...progress:11.64%....step:440/3780... Discriminator Loss: 1.4299... Generator Loss: 1.2160 Epoch 10/25...progress:11.90%....step:450/3780... Discriminator Loss: 1.4391... Generator Loss: 0.4826 Epoch 10/25...progress:12.17%....step:460/3780... Discriminator Loss: 1.5426... Generator Loss: 0.4696 Epoch 10/25...progress:12.43%....step:470/3780... Discriminator Loss: 1.1483... Generator Loss: 0.7073 Epoch 10/25...progress:12.70%....step:480/3780... Discriminator Loss: 1.6550... Generator Loss: 0.4131 Epoch 10/25...progress:12.96%....step:490/3780... Discriminator Loss: 1.8062... Generator Loss: 0.3178 Epoch 10/25...progress:13.23%....step:500/3780... Discriminator Loss: 1.5153... Generator Loss: 0.4852 Epoch 10/25...progress:13.49%....step:510/3780... Discriminator Loss: 1.2977... Generator Loss: 0.7791 Epoch 10/25...progress:13.76%....step:520/3780... Discriminator Loss: 1.7444... Generator Loss: 0.3616 Epoch 10/25...progress:14.02%....step:530/3780... Discriminator Loss: 1.2181... Generator Loss: 0.6957 Epoch 10/25...progress:14.29%....step:540/3780... Discriminator Loss: 1.1446... Generator Loss: 0.6778 Epoch 10/25...progress:14.55%....step:550/3780... Discriminator Loss: 1.5138... Generator Loss: 0.4584 Epoch 10/25...progress:14.81%....step:560/3780... Discriminator Loss: 1.4670... Generator Loss: 0.4597 Epoch 10/25...progress:15.08%....step:570/3780... Discriminator Loss: 1.2116... Generator Loss: 0.6837 Epoch 10/25...progress:15.34%....step:580/3780... Discriminator Loss: 1.6763... Generator Loss: 0.3736 Epoch 10/25...progress:15.61%....step:590/3780... Discriminator Loss: 1.7596... Generator Loss: 0.3602 Epoch 10/25...progress:15.87%....step:600/3780... Discriminator Loss: 1.3427... Generator Loss: 0.7331
Epoch 10/25...progress:16.14%....step:610/3780... Discriminator Loss: 1.4910... Generator Loss: 0.5465 Epoch 10/25...progress:16.40%....step:620/3780... Discriminator Loss: 1.2208... Generator Loss: 0.6664 Epoch 10/25...progress:16.67%....step:630/3780... Discriminator Loss: 1.4619... Generator Loss: 0.4990 Epoch 10/25...progress:16.93%....step:640/3780... Discriminator Loss: 1.4737... Generator Loss: 0.4712 Epoch 10/25...progress:17.20%....step:650/3780... Discriminator Loss: 1.6766... Generator Loss: 0.3507 Epoch 10/25...progress:17.46%....step:660/3780... Discriminator Loss: 1.6783... Generator Loss: 0.3631 Epoch 10/25...progress:17.72%....step:670/3780... Discriminator Loss: 1.5853... Generator Loss: 0.4614 Epoch 10/25...progress:17.99%....step:680/3780... Discriminator Loss: 2.5509... Generator Loss: 0.1397 Epoch 10/25...progress:18.25%....step:690/3780... Discriminator Loss: 1.2297... Generator Loss: 0.8700 Epoch 10/25...progress:18.52%....step:700/3780... Discriminator Loss: 1.1645... Generator Loss: 0.7165 Epoch 10/25...progress:18.78%....step:710/3780... Discriminator Loss: 1.8963... Generator Loss: 0.2935 Epoch 10/25...progress:19.05%....step:720/3780... Discriminator Loss: 1.5382... Generator Loss: 1.2727 Epoch 10/25...progress:19.31%....step:730/3780... Discriminator Loss: 1.2741... Generator Loss: 0.7978 Epoch 10/25...progress:19.58%....step:740/3780... Discriminator Loss: 2.0167... Generator Loss: 0.2841 Epoch 10/25...progress:19.84%....step:750/3780... Discriminator Loss: 2.1134... Generator Loss: 0.2262 Epoch 10/25...progress:20.11%....step:760/3780... Discriminator Loss: 1.3297... Generator Loss: 0.6514 Epoch 10/25...progress:20.37%....step:770/3780... Discriminator Loss: 2.1516... Generator Loss: 0.2026 Epoch 10/25...progress:20.63%....step:780/3780... Discriminator Loss: 1.2913... Generator Loss: 0.6820 Epoch 10/25...progress:20.90%....step:790/3780... Discriminator Loss: 1.3646... Generator Loss: 0.5725 Epoch 10/25...progress:21.16%....step:800/3780... Discriminator Loss: 1.5580... Generator Loss: 0.4774
Epoch 10/25...progress:21.43%....step:810/3780... Discriminator Loss: 1.5095... Generator Loss: 0.4906 Epoch 10/25...progress:21.69%....step:820/3780... Discriminator Loss: 2.3493... Generator Loss: 0.1869 Epoch 10/25...progress:21.96%....step:830/3780... Discriminator Loss: 1.3767... Generator Loss: 0.6189 Epoch 10/25...progress:22.22%....step:840/3780... Discriminator Loss: 1.7911... Generator Loss: 0.3242 Epoch 10/25...progress:22.49%....step:850/3780... Discriminator Loss: 1.3775... Generator Loss: 0.5198 Epoch 10/25...progress:22.75%....step:860/3780... Discriminator Loss: 1.9007... Generator Loss: 0.3192 Epoch 10/25...progress:23.02%....step:870/3780... Discriminator Loss: 1.4860... Generator Loss: 0.4935 Epoch 10/25...progress:23.28%....step:880/3780... Discriminator Loss: 1.3042... Generator Loss: 0.8612 Epoch 10/25...progress:23.54%....step:890/3780... Discriminator Loss: 2.1679... Generator Loss: 0.2359 Epoch 10/25...progress:23.81%....step:900/3780... Discriminator Loss: 1.3576... Generator Loss: 1.3238 Epoch 10/25...progress:24.07%....step:910/3780... Discriminator Loss: 1.3457... Generator Loss: 0.7930 Epoch 10/25...progress:24.34%....step:920/3780... Discriminator Loss: 1.0399... Generator Loss: 0.8740 Epoch 10/25...progress:24.60%....step:930/3780... Discriminator Loss: 1.8062... Generator Loss: 0.3306 Epoch 10/25...progress:24.87%....step:940/3780... Discriminator Loss: 1.5755... Generator Loss: 0.4048 Epoch 10/25...progress:25.13%....step:950/3780... Discriminator Loss: 2.2934... Generator Loss: 0.2209 Epoch 10/25...progress:25.40%....step:960/3780... Discriminator Loss: 1.6543... Generator Loss: 0.4015 Epoch 10/25...progress:25.66%....step:970/3780... Discriminator Loss: 1.8909... Generator Loss: 0.2891 Epoch 10/25...progress:25.93%....step:980/3780... Discriminator Loss: 1.7094... Generator Loss: 0.3591 Epoch 10/25...progress:26.19%....step:990/3780... Discriminator Loss: 1.4547... Generator Loss: 0.7373 Epoch 10/25...progress:26.46%....step:1000/3780... Discriminator Loss: 1.9011... Generator Loss: 0.3374
Epoch 10/25...progress:26.72%....step:1010/3780... Discriminator Loss: 1.8920... Generator Loss: 0.3240 Epoch 10/25...progress:26.98%....step:1020/3780... Discriminator Loss: 2.1324... Generator Loss: 0.2308 Epoch 10/25...progress:27.25%....step:1030/3780... Discriminator Loss: 1.8087... Generator Loss: 0.3551 Epoch 10/25...progress:27.51%....step:1040/3780... Discriminator Loss: 1.4582... Generator Loss: 0.4744 Epoch 10/25...progress:27.78%....step:1050/3780... Discriminator Loss: 2.1000... Generator Loss: 0.2205 Epoch 10/25...progress:28.04%....step:1060/3780... Discriminator Loss: 0.8497... Generator Loss: 1.1208 Epoch 10/25...progress:28.31%....step:1070/3780... Discriminator Loss: 1.7212... Generator Loss: 1.3522 Epoch 10/25...progress:28.57%....step:1080/3780... Discriminator Loss: 1.1265... Generator Loss: 0.8915 Epoch 10/25...progress:28.84%....step:1090/3780... Discriminator Loss: 1.6008... Generator Loss: 0.4263 Epoch 10/25...progress:29.10%....step:1100/3780... Discriminator Loss: 1.4099... Generator Loss: 0.8849 Epoch 10/25...progress:29.37%....step:1110/3780... Discriminator Loss: 1.7829... Generator Loss: 0.3068 Epoch 10/25...progress:29.63%....step:1120/3780... Discriminator Loss: 1.9407... Generator Loss: 0.2870 Epoch 10/25...progress:29.89%....step:1130/3780... Discriminator Loss: 2.3601... Generator Loss: 0.1844 Epoch 10/25...progress:30.16%....step:1140/3780... Discriminator Loss: 1.0246... Generator Loss: 1.1162 Epoch 10/25...progress:30.42%....step:1150/3780... Discriminator Loss: 1.0517... Generator Loss: 0.9982 Epoch 10/25...progress:30.69%....step:1160/3780... Discriminator Loss: 1.4277... Generator Loss: 0.6275 Epoch 10/25...progress:30.95%....step:1170/3780... Discriminator Loss: 1.4397... Generator Loss: 0.5634 Epoch 10/25...progress:31.22%....step:1180/3780... Discriminator Loss: 1.1970... Generator Loss: 0.7462 Epoch 10/25...progress:31.48%....step:1190/3780... Discriminator Loss: 2.0327... Generator Loss: 0.2687 Epoch 10/25...progress:31.75%....step:1200/3780... Discriminator Loss: 1.8086... Generator Loss: 0.3376
Epoch 10/25...progress:32.01%....step:1210/3780... Discriminator Loss: 1.0670... Generator Loss: 0.8192 Epoch 10/25...progress:32.28%....step:1220/3780... Discriminator Loss: 1.4238... Generator Loss: 0.5117 Epoch 10/25...progress:32.54%....step:1230/3780... Discriminator Loss: 1.0532... Generator Loss: 0.7896 Epoch 10/25...progress:32.80%....step:1240/3780... Discriminator Loss: 1.4168... Generator Loss: 0.5710 Epoch 10/25...progress:33.07%....step:1250/3780... Discriminator Loss: 1.7175... Generator Loss: 0.3573 Epoch 10/25...progress:33.33%....step:1260/3780... Discriminator Loss: 1.3854... Generator Loss: 0.5289 Epoch 10/25...progress:33.60%....step:1270/3780... Discriminator Loss: 1.7064... Generator Loss: 0.3947 Epoch 10/25...progress:33.86%....step:1280/3780... Discriminator Loss: 1.1601... Generator Loss: 0.8358 Epoch 10/25...progress:34.13%....step:1290/3780... Discriminator Loss: 1.2283... Generator Loss: 0.6452 Epoch 10/25...progress:34.39%....step:1300/3780... Discriminator Loss: 2.0024... Generator Loss: 0.2770 Epoch 10/25...progress:34.66%....step:1310/3780... Discriminator Loss: 1.3374... Generator Loss: 0.5407 Epoch 10/25...progress:34.92%....step:1320/3780... Discriminator Loss: 1.1232... Generator Loss: 0.7947 Epoch 10/25...progress:35.19%....step:1330/3780... Discriminator Loss: 1.8415... Generator Loss: 0.2961 Epoch 10/25...progress:35.45%....step:1340/3780... Discriminator Loss: 1.3448... Generator Loss: 0.9351 Epoch 10/25...progress:35.71%....step:1350/3780... Discriminator Loss: 2.1046... Generator Loss: 0.2290 Epoch 10/25...progress:35.98%....step:1360/3780... Discriminator Loss: 2.2556... Generator Loss: 0.1994 Epoch 10/25...progress:36.24%....step:1370/3780... Discriminator Loss: 1.2495... Generator Loss: 0.7117 Epoch 10/25...progress:36.51%....step:1380/3780... Discriminator Loss: 1.4464... Generator Loss: 0.4593 Epoch 10/25...progress:36.77%....step:1390/3780... Discriminator Loss: 1.0988... Generator Loss: 1.4794 Epoch 10/25...progress:37.04%....step:1400/3780... Discriminator Loss: 1.1575... Generator Loss: 1.2852
Epoch 10/25...progress:37.30%....step:1410/3780... Discriminator Loss: 1.1850... Generator Loss: 0.9925 Epoch 10/25...progress:37.57%....step:1420/3780... Discriminator Loss: 1.0109... Generator Loss: 0.8837 Epoch 10/25...progress:37.83%....step:1430/3780... Discriminator Loss: 1.5157... Generator Loss: 0.4205 Epoch 10/25...progress:38.10%....step:1440/3780... Discriminator Loss: 1.9133... Generator Loss: 0.2747 Epoch 10/25...progress:38.36%....step:1450/3780... Discriminator Loss: 1.0122... Generator Loss: 0.9738 Epoch 10/25...progress:38.62%....step:1460/3780... Discriminator Loss: 1.8443... Generator Loss: 0.3101 Epoch 10/25...progress:38.89%....step:1470/3780... Discriminator Loss: 1.5150... Generator Loss: 0.5633 Epoch 10/25...progress:39.15%....step:1480/3780... Discriminator Loss: 2.2075... Generator Loss: 0.2049 Epoch 10/25...progress:39.42%....step:1490/3780... Discriminator Loss: 1.3842... Generator Loss: 0.5956 Epoch 10/25...progress:39.68%....step:1500/3780... Discriminator Loss: 1.9878... Generator Loss: 0.2569 Epoch 10/25...progress:39.95%....step:1510/3780... Discriminator Loss: 1.2133... Generator Loss: 0.7728 Epoch 10/25...progress:40.21%....step:1520/3780... Discriminator Loss: 1.3237... Generator Loss: 0.5745 Epoch 10/25...progress:40.48%....step:1530/3780... Discriminator Loss: 1.8058... Generator Loss: 0.3141 Epoch 10/25...progress:40.74%....step:1540/3780... Discriminator Loss: 1.1828... Generator Loss: 0.7616 Epoch 10/25...progress:41.01%....step:1550/3780... Discriminator Loss: 1.9210... Generator Loss: 0.3070 Epoch 10/25...progress:41.27%....step:1560/3780... Discriminator Loss: 1.7750... Generator Loss: 0.3972 Epoch 10/25...progress:41.53%....step:1570/3780... Discriminator Loss: 2.1343... Generator Loss: 0.2410 Epoch 10/25...progress:41.80%....step:1580/3780... Discriminator Loss: 1.6004... Generator Loss: 0.4948 Epoch 10/25...progress:42.06%....step:1590/3780... Discriminator Loss: 1.2457... Generator Loss: 0.7389 Epoch 10/25...progress:42.33%....step:1600/3780... Discriminator Loss: 1.0338... Generator Loss: 1.1893
Epoch 10/25...progress:42.59%....step:1610/3780... Discriminator Loss: 1.1853... Generator Loss: 0.9693 Epoch 10/25...progress:42.86%....step:1620/3780... Discriminator Loss: 1.2252... Generator Loss: 0.9988 Epoch 10/25...progress:43.12%....step:1630/3780... Discriminator Loss: 1.1670... Generator Loss: 1.2680 Epoch 10/25...progress:43.39%....step:1640/3780... Discriminator Loss: 1.5588... Generator Loss: 0.6320 Epoch 10/25...progress:43.65%....step:1650/3780... Discriminator Loss: 1.3938... Generator Loss: 0.5316 Epoch 10/25...progress:43.92%....step:1660/3780... Discriminator Loss: 1.2106... Generator Loss: 0.9484 Epoch 10/25...progress:44.18%....step:1670/3780... Discriminator Loss: 1.2040... Generator Loss: 0.8854 Epoch 10/25...progress:44.44%....step:1680/3780... Discriminator Loss: 1.1840... Generator Loss: 0.7816 Epoch 10/25...progress:44.71%....step:1690/3780... Discriminator Loss: 2.2891... Generator Loss: 0.1849 Epoch 10/25...progress:44.97%....step:1700/3780... Discriminator Loss: 1.3598... Generator Loss: 0.5316 Epoch 10/25...progress:45.24%....step:1710/3780... Discriminator Loss: 1.9031... Generator Loss: 0.3286 Epoch 10/25...progress:45.50%....step:1720/3780... Discriminator Loss: 1.4966... Generator Loss: 0.5438 Epoch 10/25...progress:45.77%....step:1730/3780... Discriminator Loss: 1.9810... Generator Loss: 0.2743 Epoch 10/25...progress:46.03%....step:1740/3780... Discriminator Loss: 1.8215... Generator Loss: 0.3984 Epoch 10/25...progress:46.30%....step:1750/3780... Discriminator Loss: 1.1943... Generator Loss: 0.7852 Epoch 10/25...progress:46.56%....step:1760/3780... Discriminator Loss: 1.6996... Generator Loss: 0.4277 Epoch 10/25...progress:46.83%....step:1770/3780... Discriminator Loss: 1.3793... Generator Loss: 0.5847 Epoch 10/25...progress:47.09%....step:1780/3780... Discriminator Loss: 1.2693... Generator Loss: 0.9067 Epoch 10/25...progress:47.35%....step:1790/3780... Discriminator Loss: 1.0613... Generator Loss: 1.0728 Epoch 10/25...progress:47.62%....step:1800/3780... Discriminator Loss: 1.9594... Generator Loss: 0.2703
Epoch 10/25...progress:47.88%....step:1810/3780... Discriminator Loss: 1.5518... Generator Loss: 0.4968 Epoch 10/25...progress:48.15%....step:1820/3780... Discriminator Loss: 2.1087... Generator Loss: 0.2257 Epoch 10/25...progress:48.41%....step:1830/3780... Discriminator Loss: 1.4305... Generator Loss: 0.4837 Epoch 10/25...progress:48.68%....step:1840/3780... Discriminator Loss: 1.8142... Generator Loss: 0.3128 Epoch 10/25...progress:48.94%....step:1850/3780... Discriminator Loss: 1.0524... Generator Loss: 0.8131 Epoch 10/25...progress:49.21%....step:1860/3780... Discriminator Loss: 2.0748... Generator Loss: 0.2343 Epoch 10/25...progress:49.47%....step:1870/3780... Discriminator Loss: 1.2440... Generator Loss: 0.7561 Epoch 10/25...progress:49.74%....step:1880/3780... Discriminator Loss: 2.0151... Generator Loss: 0.2557 Epoch 10/25...progress:50.00%....step:1890/3780... Discriminator Loss: 1.2760... Generator Loss: 0.7604 Epoch 10/25...progress:50.26%....step:1900/3780... Discriminator Loss: 1.2605... Generator Loss: 0.5999 Epoch 10/25...progress:50.53%....step:1910/3780... Discriminator Loss: 1.3567... Generator Loss: 0.5816 Epoch 10/25...progress:50.79%....step:1920/3780... Discriminator Loss: 2.2117... Generator Loss: 0.2084 Epoch 10/25...progress:51.06%....step:1930/3780... Discriminator Loss: 1.6812... Generator Loss: 0.3624 Epoch 10/25...progress:51.32%....step:1940/3780... Discriminator Loss: 1.8686... Generator Loss: 0.3709 Epoch 10/25...progress:51.59%....step:1950/3780... Discriminator Loss: 2.8038... Generator Loss: 0.1290 Epoch 10/25...progress:51.85%....step:1960/3780... Discriminator Loss: 2.0597... Generator Loss: 0.2400 Epoch 10/25...progress:52.12%....step:1970/3780... Discriminator Loss: 1.0918... Generator Loss: 0.8474 Epoch 10/25...progress:52.38%....step:1980/3780... Discriminator Loss: 1.3757... Generator Loss: 1.0277 Epoch 10/25...progress:52.65%....step:1990/3780... Discriminator Loss: 2.0203... Generator Loss: 0.2434 Epoch 10/25...progress:52.91%....step:2000/3780... Discriminator Loss: 1.1704... Generator Loss: 0.7944
Epoch 10/25...progress:53.17%....step:2010/3780... Discriminator Loss: 1.3330... Generator Loss: 0.5837 Epoch 10/25...progress:53.44%....step:2020/3780... Discriminator Loss: 1.7430... Generator Loss: 0.4152 Epoch 10/25...progress:53.70%....step:2030/3780... Discriminator Loss: 1.4460... Generator Loss: 0.6294 Epoch 10/25...progress:53.97%....step:2040/3780... Discriminator Loss: 1.1981... Generator Loss: 0.7785 Epoch 10/25...progress:54.23%....step:2050/3780... Discriminator Loss: 1.9816... Generator Loss: 0.2437 Epoch 10/25...progress:54.50%....step:2060/3780... Discriminator Loss: 1.1593... Generator Loss: 1.0081 Epoch 10/25...progress:54.76%....step:2070/3780... Discriminator Loss: 1.8417... Generator Loss: 0.3104 Epoch 10/25...progress:55.03%....step:2080/3780... Discriminator Loss: 1.3540... Generator Loss: 0.5759 Epoch 10/25...progress:55.29%....step:2090/3780... Discriminator Loss: 1.5032... Generator Loss: 0.8352 Epoch 10/25...progress:55.56%....step:2100/3780... Discriminator Loss: 1.7726... Generator Loss: 0.3303 Epoch 10/25...progress:55.82%....step:2110/3780... Discriminator Loss: 2.1026... Generator Loss: 0.2486 Epoch 10/25...progress:56.08%....step:2120/3780... Discriminator Loss: 1.4399... Generator Loss: 0.5630 Epoch 10/25...progress:56.35%....step:2130/3780... Discriminator Loss: 1.6331... Generator Loss: 0.4009 Epoch 10/25...progress:56.61%....step:2140/3780... Discriminator Loss: 1.6591... Generator Loss: 0.4179 Epoch 10/25...progress:56.88%....step:2150/3780... Discriminator Loss: 2.2151... Generator Loss: 0.2066 Epoch 10/25...progress:57.14%....step:2160/3780... Discriminator Loss: 1.3612... Generator Loss: 0.5680 Epoch 10/25...progress:57.41%....step:2170/3780... Discriminator Loss: 0.9358... Generator Loss: 0.9724 Epoch 10/25...progress:57.67%....step:2180/3780... Discriminator Loss: 1.3217... Generator Loss: 0.6407 Epoch 10/25...progress:57.94%....step:2190/3780... Discriminator Loss: 1.6330... Generator Loss: 0.4581 Epoch 10/25...progress:58.20%....step:2200/3780... Discriminator Loss: 1.5462... Generator Loss: 0.4774
Epoch 10/25...progress:58.47%....step:2210/3780... Discriminator Loss: 1.7005... Generator Loss: 0.3271 Epoch 10/25...progress:58.73%....step:2220/3780... Discriminator Loss: 1.4053... Generator Loss: 0.5263 Epoch 10/25...progress:58.99%....step:2230/3780... Discriminator Loss: 1.7134... Generator Loss: 0.4183 Epoch 10/25...progress:59.26%....step:2240/3780... Discriminator Loss: 1.5129... Generator Loss: 0.4218 Epoch 10/25...progress:59.52%....step:2250/3780... Discriminator Loss: 1.5082... Generator Loss: 0.4531 Epoch 10/25...progress:59.79%....step:2260/3780... Discriminator Loss: 1.5337... Generator Loss: 0.5302 Epoch 10/25...progress:60.05%....step:2270/3780... Discriminator Loss: 2.9318... Generator Loss: 0.1157 Epoch 10/25...progress:60.32%....step:2280/3780... Discriminator Loss: 1.5431... Generator Loss: 0.5138 Epoch 10/25...progress:60.58%....step:2290/3780... Discriminator Loss: 1.4106... Generator Loss: 1.4005 Epoch 10/25...progress:60.85%....step:2300/3780... Discriminator Loss: 1.4565... Generator Loss: 0.4965 Epoch 10/25...progress:61.11%....step:2310/3780... Discriminator Loss: 2.4995... Generator Loss: 0.1756 Epoch 10/25...progress:61.38%....step:2320/3780... Discriminator Loss: 1.1369... Generator Loss: 0.7930 Epoch 10/25...progress:61.64%....step:2330/3780... Discriminator Loss: 1.4648... Generator Loss: 0.7668 Epoch 10/25...progress:61.90%....step:2340/3780... Discriminator Loss: 2.0671... Generator Loss: 0.2385 Epoch 10/25...progress:62.17%....step:2350/3780... Discriminator Loss: 1.5055... Generator Loss: 0.4920 Epoch 10/25...progress:62.43%....step:2360/3780... Discriminator Loss: 1.3545... Generator Loss: 0.7910 Epoch 10/25...progress:62.70%....step:2370/3780... Discriminator Loss: 1.7252... Generator Loss: 0.3611 Epoch 10/25...progress:62.96%....step:2380/3780... Discriminator Loss: 1.2640... Generator Loss: 0.6009 Epoch 10/25...progress:63.23%....step:2390/3780... Discriminator Loss: 1.1577... Generator Loss: 0.7666 Epoch 10/25...progress:63.49%....step:2400/3780... Discriminator Loss: 1.2477... Generator Loss: 0.6989
Epoch 10/25...progress:63.76%....step:2410/3780... Discriminator Loss: 0.7986... Generator Loss: 1.1519 Epoch 10/25...progress:64.02%....step:2420/3780... Discriminator Loss: 2.1679... Generator Loss: 0.2182 Epoch 10/25...progress:64.29%....step:2430/3780... Discriminator Loss: 1.9355... Generator Loss: 0.2826 Epoch 10/25...progress:64.55%....step:2440/3780... Discriminator Loss: 1.6379... Generator Loss: 0.4756 Epoch 10/25...progress:64.81%....step:2450/3780... Discriminator Loss: 1.5454... Generator Loss: 0.4303 Epoch 10/25...progress:65.08%....step:2460/3780... Discriminator Loss: 1.5346... Generator Loss: 0.4711 Epoch 10/25...progress:65.34%....step:2470/3780... Discriminator Loss: 2.0638... Generator Loss: 0.2372 Epoch 10/25...progress:65.61%....step:2480/3780... Discriminator Loss: 1.2609... Generator Loss: 0.6172 Epoch 10/25...progress:65.87%....step:2490/3780... Discriminator Loss: 0.9817... Generator Loss: 0.9862 Epoch 10/25...progress:66.14%....step:2500/3780... Discriminator Loss: 1.5415... Generator Loss: 0.4293 Epoch 10/25...progress:66.40%....step:2510/3780... Discriminator Loss: 1.6116... Generator Loss: 0.3823 Epoch 10/25...progress:66.67%....step:2520/3780... Discriminator Loss: 1.8323... Generator Loss: 0.3039 Epoch 10/25...progress:66.93%....step:2530/3780... Discriminator Loss: 1.8039... Generator Loss: 0.2993 Epoch 10/25...progress:67.20%....step:2540/3780... Discriminator Loss: 1.2016... Generator Loss: 0.7000 Epoch 10/25...progress:67.46%....step:2550/3780... Discriminator Loss: 2.4029... Generator Loss: 0.1593 Epoch 10/25...progress:67.72%....step:2560/3780... Discriminator Loss: 2.0606... Generator Loss: 0.2368 Epoch 10/25...progress:67.99%....step:2570/3780... Discriminator Loss: 1.7620... Generator Loss: 0.3237 Epoch 10/25...progress:68.25%....step:2580/3780... Discriminator Loss: 2.7079... Generator Loss: 0.1215 Epoch 10/25...progress:68.52%....step:2590/3780... Discriminator Loss: 0.9763... Generator Loss: 0.9023 Epoch 10/25...progress:68.78%....step:2600/3780... Discriminator Loss: 1.5757... Generator Loss: 0.5638
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Epoch 10/25...progress:74.34%....step:2810/3780... Discriminator Loss: 2.0697... Generator Loss: 0.2437 Epoch 10/25...progress:74.60%....step:2820/3780... Discriminator Loss: 1.2810... Generator Loss: 0.6930 Epoch 10/25...progress:74.87%....step:2830/3780... Discriminator Loss: 1.1600... Generator Loss: 0.9295 Epoch 10/25...progress:75.13%....step:2840/3780... Discriminator Loss: 1.1670... Generator Loss: 1.1282 Epoch 10/25...progress:75.40%....step:2850/3780... Discriminator Loss: 1.8975... Generator Loss: 0.2818 Epoch 10/25...progress:75.66%....step:2860/3780... Discriminator Loss: 1.6922... Generator Loss: 0.3410 Epoch 10/25...progress:75.93%....step:2870/3780... Discriminator Loss: 1.4072... Generator Loss: 0.4953 Epoch 10/25...progress:76.19%....step:2880/3780... Discriminator Loss: 1.7160... Generator Loss: 0.3486 Epoch 10/25...progress:76.46%....step:2890/3780... Discriminator Loss: 2.0416... Generator Loss: 0.2294 Epoch 10/25...progress:76.72%....step:2900/3780... Discriminator Loss: 1.9732... Generator Loss: 0.2657 Epoch 10/25...progress:76.98%....step:2910/3780... Discriminator Loss: 1.5477... Generator Loss: 0.4367 Epoch 10/25...progress:77.25%....step:2920/3780... Discriminator Loss: 1.7653... Generator Loss: 1.8335 Epoch 10/25...progress:77.51%....step:2930/3780... Discriminator Loss: 1.6858... Generator Loss: 0.3682 Epoch 10/25...progress:77.78%....step:2940/3780... Discriminator Loss: 1.3079... Generator Loss: 0.7005 Epoch 10/25...progress:78.04%....step:2950/3780... Discriminator Loss: 2.1819... Generator Loss: 0.2160 Epoch 10/25...progress:78.31%....step:2960/3780... Discriminator Loss: 2.1391... Generator Loss: 0.2505 Epoch 10/25...progress:78.57%....step:2970/3780... Discriminator Loss: 1.5406... Generator Loss: 0.4392 Epoch 10/25...progress:78.84%....step:2980/3780... Discriminator Loss: 1.2584... Generator Loss: 0.6429 Epoch 10/25...progress:79.10%....step:2990/3780... Discriminator Loss: 1.9216... Generator Loss: 0.3057 Epoch 10/25...progress:79.37%....step:3000/3780... Discriminator Loss: 1.1227... Generator Loss: 0.9180
Epoch 10/25...progress:79.63%....step:3010/3780... Discriminator Loss: 1.0604... Generator Loss: 0.8261 Epoch 10/25...progress:79.89%....step:3020/3780... Discriminator Loss: 1.3541... Generator Loss: 0.5336 Epoch 10/25...progress:80.16%....step:3030/3780... Discriminator Loss: 1.8045... Generator Loss: 0.3432 Epoch 10/25...progress:80.42%....step:3040/3780... Discriminator Loss: 1.8973... Generator Loss: 0.2728 Epoch 10/25...progress:80.69%....step:3050/3780... Discriminator Loss: 1.4404... Generator Loss: 0.6539 Epoch 10/25...progress:80.95%....step:3060/3780... Discriminator Loss: 1.8770... Generator Loss: 0.3113 Epoch 10/25...progress:81.22%....step:3070/3780... Discriminator Loss: 1.1966... Generator Loss: 0.7263 Epoch 10/25...progress:81.48%....step:3080/3780... Discriminator Loss: 1.8635... Generator Loss: 0.2898 Epoch 10/25...progress:81.75%....step:3090/3780... Discriminator Loss: 1.5110... Generator Loss: 0.4413 Epoch 10/25...progress:82.01%....step:3100/3780... Discriminator Loss: 1.6669... Generator Loss: 0.4016 Epoch 10/25...progress:82.28%....step:3110/3780... Discriminator Loss: 1.5147... Generator Loss: 0.6797 Epoch 10/25...progress:82.54%....step:3120/3780... Discriminator Loss: 2.0392... Generator Loss: 0.2459 Epoch 10/25...progress:82.80%....step:3130/3780... Discriminator Loss: 1.2776... Generator Loss: 0.7937 Epoch 10/25...progress:83.07%....step:3140/3780... Discriminator Loss: 2.1145... Generator Loss: 0.2170 Epoch 10/25...progress:83.33%....step:3150/3780... Discriminator Loss: 0.9388... Generator Loss: 1.2102 Epoch 10/25...progress:83.60%....step:3160/3780... Discriminator Loss: 1.4731... Generator Loss: 0.4642 Epoch 10/25...progress:83.86%....step:3170/3780... Discriminator Loss: 1.7225... Generator Loss: 0.3612 Epoch 10/25...progress:84.13%....step:3180/3780... Discriminator Loss: 2.2468... Generator Loss: 0.2042 Epoch 10/25...progress:84.39%....step:3190/3780... Discriminator Loss: 1.0300... Generator Loss: 0.9915 Epoch 10/25...progress:84.66%....step:3200/3780... Discriminator Loss: 1.1711... Generator Loss: 0.9055
Epoch 10/25...progress:84.92%....step:3210/3780... Discriminator Loss: 1.8874... Generator Loss: 0.3025 Epoch 10/25...progress:85.19%....step:3220/3780... Discriminator Loss: 1.4905... Generator Loss: 0.4520 Epoch 10/25...progress:85.45%....step:3230/3780... Discriminator Loss: 1.4731... Generator Loss: 0.4599 Epoch 10/25...progress:85.71%....step:3240/3780... Discriminator Loss: 1.4603... Generator Loss: 0.5286 Epoch 10/25...progress:85.98%....step:3250/3780... Discriminator Loss: 1.6909... Generator Loss: 0.7534 Epoch 10/25...progress:86.24%....step:3260/3780... Discriminator Loss: 1.5555... Generator Loss: 1.1413 Epoch 10/25...progress:86.51%....step:3270/3780... Discriminator Loss: 1.5469... Generator Loss: 0.5053 Epoch 10/25...progress:86.77%....step:3280/3780... Discriminator Loss: 1.7339... Generator Loss: 0.3332 Epoch 10/25...progress:87.04%....step:3290/3780... Discriminator Loss: 1.1106... Generator Loss: 1.4115 Epoch 10/25...progress:87.30%....step:3300/3780... Discriminator Loss: 1.1307... Generator Loss: 0.7646 Epoch 10/25...progress:87.57%....step:3310/3780... Discriminator Loss: 1.1472... Generator Loss: 0.9604 Epoch 10/25...progress:87.83%....step:3320/3780... Discriminator Loss: 2.0645... Generator Loss: 0.2482 Epoch 10/25...progress:88.10%....step:3330/3780... Discriminator Loss: 1.2861... Generator Loss: 0.6343 Epoch 10/25...progress:88.36%....step:3340/3780... Discriminator Loss: 1.2742... Generator Loss: 0.6836 Epoch 10/25...progress:88.62%....step:3350/3780... Discriminator Loss: 1.7979... Generator Loss: 0.3262 Epoch 10/25...progress:88.89%....step:3360/3780... Discriminator Loss: 1.4737... Generator Loss: 0.7926 Epoch 10/25...progress:89.15%....step:3370/3780... Discriminator Loss: 1.2962... Generator Loss: 0.6381 Epoch 10/25...progress:89.42%....step:3380/3780... Discriminator Loss: 1.2402... Generator Loss: 0.7982 Epoch 10/25...progress:89.68%....step:3390/3780... Discriminator Loss: 1.2210... Generator Loss: 0.6564 Epoch 10/25...progress:89.95%....step:3400/3780... Discriminator Loss: 1.7090... Generator Loss: 0.3466
Epoch 10/25...progress:90.21%....step:3410/3780... Discriminator Loss: 1.6975... Generator Loss: 0.3674 Epoch 10/25...progress:90.48%....step:3420/3780... Discriminator Loss: 1.6758... Generator Loss: 0.3781 Epoch 10/25...progress:90.74%....step:3430/3780... Discriminator Loss: 1.6390... Generator Loss: 0.3818 Epoch 10/25...progress:91.01%....step:3440/3780... Discriminator Loss: 1.4812... Generator Loss: 0.6363 Epoch 10/25...progress:91.27%....step:3450/3780... Discriminator Loss: 1.7102... Generator Loss: 0.3341 Epoch 10/25...progress:91.53%....step:3460/3780... Discriminator Loss: 1.5894... Generator Loss: 0.4718 Epoch 10/25...progress:91.80%....step:3470/3780... Discriminator Loss: 1.8105... Generator Loss: 0.3860 Epoch 10/25...progress:92.06%....step:3480/3780... Discriminator Loss: 1.1680... Generator Loss: 0.8069 Epoch 10/25...progress:92.33%....step:3490/3780... Discriminator Loss: 1.6400... Generator Loss: 0.3859 Epoch 10/25...progress:92.59%....step:3500/3780... Discriminator Loss: 1.6063... Generator Loss: 0.4185 Epoch 10/25...progress:92.86%....step:3510/3780... Discriminator Loss: 1.9935... Generator Loss: 0.2456 Epoch 10/25...progress:93.12%....step:3520/3780... Discriminator Loss: 1.4177... Generator Loss: 0.4855 Epoch 10/25...progress:93.39%....step:3530/3780... Discriminator Loss: 1.0805... Generator Loss: 1.1279 Epoch 10/25...progress:93.65%....step:3540/3780... Discriminator Loss: 0.9485... Generator Loss: 1.1547 Epoch 10/25...progress:93.92%....step:3550/3780... Discriminator Loss: 1.8912... Generator Loss: 0.2745 Epoch 10/25...progress:94.18%....step:3560/3780... Discriminator Loss: 1.7149... Generator Loss: 0.3860 Epoch 10/25...progress:94.44%....step:3570/3780... Discriminator Loss: 1.7485... Generator Loss: 0.3629 Epoch 10/25...progress:94.71%....step:3580/3780... Discriminator Loss: 1.3857... Generator Loss: 0.5680 Epoch 10/25...progress:94.97%....step:3590/3780... Discriminator Loss: 1.7697... Generator Loss: 0.3288 Epoch 10/25...progress:95.24%....step:3600/3780... Discriminator Loss: 2.1646... Generator Loss: 0.1903
Epoch 10/25...progress:95.50%....step:3610/3780... Discriminator Loss: 1.3855... Generator Loss: 0.6037 Epoch 10/25...progress:95.77%....step:3620/3780... Discriminator Loss: 1.3104... Generator Loss: 0.5933 Epoch 10/25...progress:96.03%....step:3630/3780... Discriminator Loss: 1.7934... Generator Loss: 0.3415 Epoch 10/25...progress:96.30%....step:3640/3780... Discriminator Loss: 1.4451... Generator Loss: 0.5146 Epoch 10/25...progress:96.56%....step:3650/3780... Discriminator Loss: 0.9972... Generator Loss: 0.9478 Epoch 10/25...progress:96.83%....step:3660/3780... Discriminator Loss: 1.7274... Generator Loss: 0.3769 Epoch 10/25...progress:97.09%....step:3670/3780... Discriminator Loss: 2.8778... Generator Loss: 0.1130 Epoch 10/25...progress:97.35%....step:3680/3780... Discriminator Loss: 2.4022... Generator Loss: 0.1721 Epoch 10/25...progress:97.62%....step:3690/3780... Discriminator Loss: 1.8959... Generator Loss: 0.6936 Epoch 10/25...progress:97.88%....step:3700/3780... Discriminator Loss: 1.5449... Generator Loss: 0.4327 Epoch 10/25...progress:98.15%....step:3710/3780... Discriminator Loss: 1.4929... Generator Loss: 0.6027 Epoch 10/25...progress:98.41%....step:3720/3780... Discriminator Loss: 1.4750... Generator Loss: 0.4916 Epoch 10/25...progress:98.68%....step:3730/3780... Discriminator Loss: 0.8201... Generator Loss: 1.2011 Epoch 10/25...progress:98.94%....step:3740/3780... Discriminator Loss: 0.9898... Generator Loss: 1.3775 Epoch 10/25...progress:99.21%....step:3750/3780... Discriminator Loss: 1.8566... Generator Loss: 0.2946 Epoch 10/25...progress:99.47%....step:3760/3780... Discriminator Loss: 2.2837... Generator Loss: 0.1764 Epoch 10/25...progress:99.74%....step:3770/3780... Discriminator Loss: 1.3852... Generator Loss: 0.5387 STARTING epoch: 10 , steps: 3780 ........ Epoch 11/25...progress:0.00%....step:0/3780... Discriminator Loss: 1.3995... Generator Loss: 0.5369
Epoch 11/25...progress:0.26%....step:10/3780... Discriminator Loss: 1.4320... Generator Loss: 0.5655 Epoch 11/25...progress:0.53%....step:20/3780... Discriminator Loss: 1.7382... Generator Loss: 0.3668 Epoch 11/25...progress:0.79%....step:30/3780... Discriminator Loss: 1.9987... Generator Loss: 0.2630 Epoch 11/25...progress:1.06%....step:40/3780... Discriminator Loss: 1.9358... Generator Loss: 0.3820 Epoch 11/25...progress:1.32%....step:50/3780... Discriminator Loss: 1.2838... Generator Loss: 0.7788 Epoch 11/25...progress:1.59%....step:60/3780... Discriminator Loss: 2.1139... Generator Loss: 0.2378 Epoch 11/25...progress:1.85%....step:70/3780... Discriminator Loss: 1.2641... Generator Loss: 0.6252 Epoch 11/25...progress:2.12%....step:80/3780... Discriminator Loss: 1.8143... Generator Loss: 0.3076 Epoch 11/25...progress:2.38%....step:90/3780... Discriminator Loss: 1.8252... Generator Loss: 0.3564 Epoch 11/25...progress:2.65%....step:100/3780... Discriminator Loss: 1.9575... Generator Loss: 0.2743 Epoch 11/25...progress:2.91%....step:110/3780... Discriminator Loss: 1.9027... Generator Loss: 0.3064 Epoch 11/25...progress:3.17%....step:120/3780... Discriminator Loss: 2.2810... Generator Loss: 0.1906 Epoch 11/25...progress:3.44%....step:130/3780... Discriminator Loss: 2.1546... Generator Loss: 0.2679 Epoch 11/25...progress:3.70%....step:140/3780... Discriminator Loss: 1.3375... Generator Loss: 0.5915 Epoch 11/25...progress:3.97%....step:150/3780... Discriminator Loss: 1.2291... Generator Loss: 0.7832 Epoch 11/25...progress:4.23%....step:160/3780... Discriminator Loss: 1.5619... Generator Loss: 0.4579 Epoch 11/25...progress:4.50%....step:170/3780... Discriminator Loss: 2.3596... Generator Loss: 0.1741 Epoch 11/25...progress:4.76%....step:180/3780... Discriminator Loss: 2.0028... Generator Loss: 0.3313 Epoch 11/25...progress:5.03%....step:190/3780... Discriminator Loss: 0.7385... Generator Loss: 1.5241 Epoch 11/25...progress:5.29%....step:200/3780... Discriminator Loss: 1.9533... Generator Loss: 0.2605
Epoch 11/25...progress:5.56%....step:210/3780... Discriminator Loss: 1.6811... Generator Loss: 0.3961 Epoch 11/25...progress:5.82%....step:220/3780... Discriminator Loss: 1.3018... Generator Loss: 0.6986 Epoch 11/25...progress:6.08%....step:230/3780... Discriminator Loss: 1.6433... Generator Loss: 0.5127 Epoch 11/25...progress:6.35%....step:240/3780... Discriminator Loss: 2.2658... Generator Loss: 0.1812 Epoch 11/25...progress:6.61%....step:250/3780... Discriminator Loss: 1.2241... Generator Loss: 0.6454 Epoch 11/25...progress:6.88%....step:260/3780... Discriminator Loss: 1.3223... Generator Loss: 0.6498 Epoch 11/25...progress:7.14%....step:270/3780... Discriminator Loss: 1.6448... Generator Loss: 0.3955 Epoch 11/25...progress:7.41%....step:280/3780... Discriminator Loss: 1.3676... Generator Loss: 0.7611 Epoch 11/25...progress:7.67%....step:290/3780... Discriminator Loss: 1.3212... Generator Loss: 0.5707 Epoch 11/25...progress:7.94%....step:300/3780... Discriminator Loss: 2.3795... Generator Loss: 0.1755 Epoch 11/25...progress:8.20%....step:310/3780... Discriminator Loss: 1.7585... Generator Loss: 0.3166 Epoch 11/25...progress:8.47%....step:320/3780... Discriminator Loss: 1.8991... Generator Loss: 0.2685 Epoch 11/25...progress:8.73%....step:330/3780... Discriminator Loss: 2.1772... Generator Loss: 0.2393 Epoch 11/25...progress:8.99%....step:340/3780... Discriminator Loss: 1.3470... Generator Loss: 0.5462 Epoch 11/25...progress:9.26%....step:350/3780... Discriminator Loss: 1.4383... Generator Loss: 0.6074 Epoch 11/25...progress:9.52%....step:360/3780... Discriminator Loss: 0.9314... Generator Loss: 1.5157 Epoch 11/25...progress:9.79%....step:370/3780... Discriminator Loss: 2.0861... Generator Loss: 0.2437 Epoch 11/25...progress:10.05%....step:380/3780... Discriminator Loss: 1.2934... Generator Loss: 0.5531 Epoch 11/25...progress:10.32%....step:390/3780... Discriminator Loss: 2.2766... Generator Loss: 0.1934 Epoch 11/25...progress:10.58%....step:400/3780... Discriminator Loss: 1.5696... Generator Loss: 0.4339
Epoch 11/25...progress:10.85%....step:410/3780... Discriminator Loss: 1.2014... Generator Loss: 1.0086 Epoch 11/25...progress:11.11%....step:420/3780... Discriminator Loss: 1.2470... Generator Loss: 0.6952 Epoch 11/25...progress:11.38%....step:430/3780... Discriminator Loss: 1.5086... Generator Loss: 0.4578 Epoch 11/25...progress:11.64%....step:440/3780... Discriminator Loss: 1.3652... Generator Loss: 0.9193 Epoch 11/25...progress:11.90%....step:450/3780... Discriminator Loss: 1.6010... Generator Loss: 0.4096 Epoch 11/25...progress:12.17%....step:460/3780... Discriminator Loss: 0.9247... Generator Loss: 1.2550 Epoch 11/25...progress:12.43%....step:470/3780... Discriminator Loss: 1.4020... Generator Loss: 0.5791 Epoch 11/25...progress:12.70%....step:480/3780... Discriminator Loss: 1.7981... Generator Loss: 0.3395 Epoch 11/25...progress:12.96%....step:490/3780... Discriminator Loss: 2.0478... Generator Loss: 0.2648 Epoch 11/25...progress:13.23%....step:500/3780... Discriminator Loss: 1.6653... Generator Loss: 0.3974 Epoch 11/25...progress:13.49%....step:510/3780... Discriminator Loss: 1.9007... Generator Loss: 0.2678 Epoch 11/25...progress:13.76%....step:520/3780... Discriminator Loss: 3.0507... Generator Loss: 0.0817 Epoch 11/25...progress:14.02%....step:530/3780... Discriminator Loss: 1.7144... Generator Loss: 0.3713 Epoch 11/25...progress:14.29%....step:540/3780... Discriminator Loss: 1.3516... Generator Loss: 0.5697 Epoch 11/25...progress:14.55%....step:550/3780... Discriminator Loss: 1.4805... Generator Loss: 0.5289 Epoch 11/25...progress:14.81%....step:560/3780... Discriminator Loss: 1.9139... Generator Loss: 0.2947 Epoch 11/25...progress:15.08%....step:570/3780... Discriminator Loss: 1.3594... Generator Loss: 0.5428 Epoch 11/25...progress:15.34%....step:580/3780... Discriminator Loss: 1.4363... Generator Loss: 0.5195 Epoch 11/25...progress:15.61%....step:590/3780... Discriminator Loss: 1.7416... Generator Loss: 0.3580 Epoch 11/25...progress:15.87%....step:600/3780... Discriminator Loss: 1.7053... Generator Loss: 2.0301
Epoch 11/25...progress:16.14%....step:610/3780... Discriminator Loss: 1.4848... Generator Loss: 0.5477 Epoch 11/25...progress:16.40%....step:620/3780... Discriminator Loss: 1.7749... Generator Loss: 0.3375 Epoch 11/25...progress:16.67%....step:630/3780... Discriminator Loss: 1.1146... Generator Loss: 1.0394 Epoch 11/25...progress:16.93%....step:640/3780... Discriminator Loss: 2.3935... Generator Loss: 0.1688 Epoch 11/25...progress:17.20%....step:650/3780... Discriminator Loss: 1.7289... Generator Loss: 0.3360 Epoch 11/25...progress:17.46%....step:660/3780... Discriminator Loss: 2.1487... Generator Loss: 0.2321 Epoch 11/25...progress:17.72%....step:670/3780... Discriminator Loss: 1.4911... Generator Loss: 0.5280 Epoch 11/25...progress:17.99%....step:680/3780... Discriminator Loss: 2.2601... Generator Loss: 0.1982 Epoch 11/25...progress:18.25%....step:690/3780... Discriminator Loss: 1.6846... Generator Loss: 0.3640 Epoch 11/25...progress:18.52%....step:700/3780... Discriminator Loss: 1.3058... Generator Loss: 0.6240 Epoch 11/25...progress:18.78%....step:710/3780... Discriminator Loss: 2.1405... Generator Loss: 0.2201 Epoch 11/25...progress:19.05%....step:720/3780... Discriminator Loss: 1.2729... Generator Loss: 0.6985 Epoch 11/25...progress:19.31%....step:730/3780... Discriminator Loss: 1.6323... Generator Loss: 0.3965 Epoch 11/25...progress:19.58%....step:740/3780... Discriminator Loss: 1.6647... Generator Loss: 0.4275 Epoch 11/25...progress:19.84%....step:750/3780... Discriminator Loss: 2.4124... Generator Loss: 0.1730 Epoch 11/25...progress:20.11%....step:760/3780... Discriminator Loss: 2.0502... Generator Loss: 0.2544 Epoch 11/25...progress:20.37%....step:770/3780... Discriminator Loss: 2.0603... Generator Loss: 0.2430 Epoch 11/25...progress:20.63%....step:780/3780... Discriminator Loss: 1.6680... Generator Loss: 0.3785 Epoch 11/25...progress:20.90%....step:790/3780... Discriminator Loss: 1.4263... Generator Loss: 0.5554 Epoch 11/25...progress:21.16%....step:800/3780... Discriminator Loss: 1.0063... Generator Loss: 1.0409
Epoch 11/25...progress:21.43%....step:810/3780... Discriminator Loss: 1.5276... Generator Loss: 0.5433 Epoch 11/25...progress:21.69%....step:820/3780... Discriminator Loss: 2.1110... Generator Loss: 0.2359 Epoch 11/25...progress:21.96%....step:830/3780... Discriminator Loss: 1.1565... Generator Loss: 1.1869 Epoch 11/25...progress:22.22%....step:840/3780... Discriminator Loss: 1.7908... Generator Loss: 0.3187 Epoch 11/25...progress:22.49%....step:850/3780... Discriminator Loss: 1.8672... Generator Loss: 0.3004 Epoch 11/25...progress:22.75%....step:860/3780... Discriminator Loss: 2.0426... Generator Loss: 0.2651 Epoch 11/25...progress:23.02%....step:870/3780... Discriminator Loss: 1.5172... Generator Loss: 0.4943 Epoch 11/25...progress:23.28%....step:880/3780... Discriminator Loss: 1.4141... Generator Loss: 0.6913 Epoch 11/25...progress:23.54%....step:890/3780... Discriminator Loss: 2.2279... Generator Loss: 0.2368 Epoch 11/25...progress:23.81%....step:900/3780... Discriminator Loss: 1.3804... Generator Loss: 0.6590 Epoch 11/25...progress:24.07%....step:910/3780... Discriminator Loss: 1.5488... Generator Loss: 0.6495 Epoch 11/25...progress:24.34%....step:920/3780... Discriminator Loss: 0.7690... Generator Loss: 1.3076 Epoch 11/25...progress:24.60%....step:930/3780... Discriminator Loss: 1.7847... Generator Loss: 0.3467 Epoch 11/25...progress:24.87%....step:940/3780... Discriminator Loss: 1.8919... Generator Loss: 0.2949 Epoch 11/25...progress:25.13%....step:950/3780... Discriminator Loss: 2.1890... Generator Loss: 0.2115 Epoch 11/25...progress:25.40%....step:960/3780... Discriminator Loss: 1.3660... Generator Loss: 0.7827 Epoch 11/25...progress:25.66%....step:970/3780... Discriminator Loss: 1.3553... Generator Loss: 0.5465 Epoch 11/25...progress:25.93%....step:980/3780... Discriminator Loss: 1.8182... Generator Loss: 0.3008 Epoch 11/25...progress:26.19%....step:990/3780... Discriminator Loss: 3.0988... Generator Loss: 2.9211 Epoch 11/25...progress:26.46%....step:1000/3780... Discriminator Loss: 1.2964... Generator Loss: 0.7617
Epoch 11/25...progress:26.72%....step:1010/3780... Discriminator Loss: 1.5135... Generator Loss: 0.4514 Epoch 11/25...progress:26.98%....step:1020/3780... Discriminator Loss: 2.0321... Generator Loss: 0.2653 Epoch 11/25...progress:27.25%....step:1030/3780... Discriminator Loss: 1.7005... Generator Loss: 0.3846 Epoch 11/25...progress:27.51%....step:1040/3780... Discriminator Loss: 2.0646... Generator Loss: 0.2519 Epoch 11/25...progress:27.78%....step:1050/3780... Discriminator Loss: 2.0621... Generator Loss: 0.2384 Epoch 11/25...progress:28.04%....step:1060/3780... Discriminator Loss: 1.2032... Generator Loss: 0.7154 Epoch 11/25...progress:28.31%....step:1070/3780... Discriminator Loss: 1.1346... Generator Loss: 0.8730 Epoch 11/25...progress:28.57%....step:1080/3780... Discriminator Loss: 0.9828... Generator Loss: 1.2150 Epoch 11/25...progress:28.84%....step:1090/3780... Discriminator Loss: 1.8909... Generator Loss: 0.3240 Epoch 11/25...progress:29.10%....step:1100/3780... Discriminator Loss: 1.2690... Generator Loss: 0.7919 Epoch 11/25...progress:29.37%....step:1110/3780... Discriminator Loss: 2.4819... Generator Loss: 0.1743 Epoch 11/25...progress:29.63%....step:1120/3780... Discriminator Loss: 1.3671... Generator Loss: 0.5714 Epoch 11/25...progress:29.89%....step:1130/3780... Discriminator Loss: 2.3384... Generator Loss: 0.1960 Epoch 11/25...progress:30.16%....step:1140/3780... Discriminator Loss: 1.2093... Generator Loss: 0.7485 Epoch 11/25...progress:30.42%....step:1150/3780... Discriminator Loss: 1.1282... Generator Loss: 1.1619 Epoch 11/25...progress:30.69%....step:1160/3780... Discriminator Loss: 1.3011... Generator Loss: 0.6514 Epoch 11/25...progress:30.95%....step:1170/3780... Discriminator Loss: 2.0671... Generator Loss: 0.2298 Epoch 11/25...progress:31.22%....step:1180/3780... Discriminator Loss: 1.0227... Generator Loss: 1.0852 Epoch 11/25...progress:31.48%....step:1190/3780... Discriminator Loss: 1.5806... Generator Loss: 0.4231 Epoch 11/25...progress:31.75%....step:1200/3780... Discriminator Loss: 1.6467... Generator Loss: 0.3951
Epoch 11/25...progress:32.01%....step:1210/3780... Discriminator Loss: 1.1162... Generator Loss: 0.9257 Epoch 11/25...progress:32.28%....step:1220/3780... Discriminator Loss: 1.2989... Generator Loss: 0.5874 Epoch 11/25...progress:32.54%....step:1230/3780... Discriminator Loss: 1.2124... Generator Loss: 0.6391 Epoch 11/25...progress:32.80%....step:1240/3780... Discriminator Loss: 1.8010... Generator Loss: 0.3334 Epoch 11/25...progress:33.07%....step:1250/3780... Discriminator Loss: 2.1446... Generator Loss: 0.2243 Epoch 11/25...progress:33.33%....step:1260/3780... Discriminator Loss: 1.6904... Generator Loss: 0.3644 Epoch 11/25...progress:33.60%....step:1270/3780... Discriminator Loss: 1.7053... Generator Loss: 0.4208 Epoch 11/25...progress:33.86%....step:1280/3780... Discriminator Loss: 1.9315... Generator Loss: 0.3095 Epoch 11/25...progress:34.13%....step:1290/3780... Discriminator Loss: 1.4953... Generator Loss: 0.4591 Epoch 11/25...progress:34.39%....step:1300/3780... Discriminator Loss: 2.0578... Generator Loss: 0.2386 Epoch 11/25...progress:34.66%....step:1310/3780... Discriminator Loss: 1.4335... Generator Loss: 0.4855 Epoch 11/25...progress:34.92%....step:1320/3780... Discriminator Loss: 1.0395... Generator Loss: 0.8252 Epoch 11/25...progress:35.19%....step:1330/3780... Discriminator Loss: 1.8990... Generator Loss: 0.2685 Epoch 11/25...progress:35.45%....step:1340/3780... Discriminator Loss: 1.3699... Generator Loss: 0.9862 Epoch 11/25...progress:35.71%....step:1350/3780... Discriminator Loss: 1.5537... Generator Loss: 0.4282 Epoch 11/25...progress:35.98%....step:1360/3780... Discriminator Loss: 1.6154... Generator Loss: 0.3754 Epoch 11/25...progress:36.24%....step:1370/3780... Discriminator Loss: 1.7200... Generator Loss: 0.3674 Epoch 11/25...progress:36.51%....step:1380/3780... Discriminator Loss: 1.1442... Generator Loss: 1.4788 Epoch 11/25...progress:36.77%....step:1390/3780... Discriminator Loss: 1.8118... Generator Loss: 0.3061 Epoch 11/25...progress:37.04%....step:1400/3780... Discriminator Loss: 1.5352... Generator Loss: 0.4877
Epoch 11/25...progress:37.30%....step:1410/3780... Discriminator Loss: 1.5347... Generator Loss: 0.4690 Epoch 11/25...progress:37.57%....step:1420/3780... Discriminator Loss: 1.4585... Generator Loss: 0.6438 Epoch 11/25...progress:37.83%....step:1430/3780... Discriminator Loss: 1.7961... Generator Loss: 0.3201 Epoch 11/25...progress:38.10%....step:1440/3780... Discriminator Loss: 2.3970... Generator Loss: 0.1907 Epoch 11/25...progress:38.36%....step:1450/3780... Discriminator Loss: 1.1846... Generator Loss: 0.7602 Epoch 11/25...progress:38.62%....step:1460/3780... Discriminator Loss: 2.3967... Generator Loss: 0.1816 Epoch 11/25...progress:38.89%....step:1470/3780... Discriminator Loss: 2.1115... Generator Loss: 0.2279 Epoch 11/25...progress:39.15%....step:1480/3780... Discriminator Loss: 1.7130... Generator Loss: 0.3482 Epoch 11/25...progress:39.42%....step:1490/3780... Discriminator Loss: 1.3026... Generator Loss: 0.5825 Epoch 11/25...progress:39.68%....step:1500/3780... Discriminator Loss: 2.1730... Generator Loss: 0.2122 Epoch 11/25...progress:39.95%....step:1510/3780... Discriminator Loss: 1.2205... Generator Loss: 0.8436 Epoch 11/25...progress:40.21%....step:1520/3780... Discriminator Loss: 1.5174... Generator Loss: 0.4505 Epoch 11/25...progress:40.48%....step:1530/3780... Discriminator Loss: 1.5912... Generator Loss: 0.4205 Epoch 11/25...progress:40.74%....step:1540/3780... Discriminator Loss: 1.2114... Generator Loss: 0.7087 Epoch 11/25...progress:41.01%....step:1550/3780... Discriminator Loss: 1.7214... Generator Loss: 0.3972 Epoch 11/25...progress:41.27%....step:1560/3780... Discriminator Loss: 2.1120... Generator Loss: 0.2160 Epoch 11/25...progress:41.53%....step:1570/3780... Discriminator Loss: 2.3140... Generator Loss: 0.1739 Epoch 11/25...progress:41.80%....step:1580/3780... Discriminator Loss: 1.4837... Generator Loss: 0.4656 Epoch 11/25...progress:42.06%....step:1590/3780... Discriminator Loss: 0.9905... Generator Loss: 0.9434 Epoch 11/25...progress:42.33%....step:1600/3780... Discriminator Loss: 0.9697... Generator Loss: 0.9501
Epoch 11/25...progress:42.59%....step:1610/3780... Discriminator Loss: 1.3811... Generator Loss: 0.5674 Epoch 11/25...progress:42.86%....step:1620/3780... Discriminator Loss: 1.1993... Generator Loss: 0.7064 Epoch 11/25...progress:43.12%....step:1630/3780... Discriminator Loss: 1.1664... Generator Loss: 0.8108 Epoch 11/25...progress:43.39%....step:1640/3780... Discriminator Loss: 1.5285... Generator Loss: 0.7012 Epoch 11/25...progress:43.65%....step:1650/3780... Discriminator Loss: 1.8575... Generator Loss: 0.3085 Epoch 11/25...progress:43.92%....step:1660/3780... Discriminator Loss: 1.6620... Generator Loss: 0.4122 Epoch 11/25...progress:44.18%....step:1670/3780... Discriminator Loss: 1.1207... Generator Loss: 0.7632 Epoch 11/25...progress:44.44%....step:1680/3780... Discriminator Loss: 1.2800... Generator Loss: 0.5571 Epoch 11/25...progress:44.71%....step:1690/3780... Discriminator Loss: 2.3775... Generator Loss: 0.1698 Epoch 11/25...progress:44.97%....step:1700/3780... Discriminator Loss: 1.2103... Generator Loss: 0.6783 Epoch 11/25...progress:45.24%....step:1710/3780... Discriminator Loss: 2.1373... Generator Loss: 0.2553 Epoch 11/25...progress:45.50%....step:1720/3780... Discriminator Loss: 1.1967... Generator Loss: 0.6946 Epoch 11/25...progress:45.77%....step:1730/3780... Discriminator Loss: 1.5005... Generator Loss: 0.5202 Epoch 11/25...progress:46.03%....step:1740/3780... Discriminator Loss: 1.6100... Generator Loss: 0.4243 Epoch 11/25...progress:46.30%....step:1750/3780... Discriminator Loss: 1.3498... Generator Loss: 0.5900 Epoch 11/25...progress:46.56%....step:1760/3780... Discriminator Loss: 1.3274... Generator Loss: 0.6250 Epoch 11/25...progress:46.83%....step:1770/3780... Discriminator Loss: 1.1543... Generator Loss: 0.8282 Epoch 11/25...progress:47.09%....step:1780/3780... Discriminator Loss: 1.8073... Generator Loss: 0.3213 Epoch 11/25...progress:47.35%....step:1790/3780... Discriminator Loss: 1.4603... Generator Loss: 0.7586 Epoch 11/25...progress:47.62%....step:1800/3780... Discriminator Loss: 1.5158... Generator Loss: 0.4970
Epoch 11/25...progress:47.88%....step:1810/3780... Discriminator Loss: 2.3138... Generator Loss: 0.1749 Epoch 11/25...progress:48.15%....step:1820/3780... Discriminator Loss: 1.7947... Generator Loss: 0.3313 Epoch 11/25...progress:48.41%....step:1830/3780... Discriminator Loss: 1.3577... Generator Loss: 0.5403 Epoch 11/25...progress:48.68%....step:1840/3780... Discriminator Loss: 2.0105... Generator Loss: 0.2750 Epoch 11/25...progress:48.94%....step:1850/3780... Discriminator Loss: 1.0356... Generator Loss: 0.8498 Epoch 11/25...progress:49.21%....step:1860/3780... Discriminator Loss: 2.0751... Generator Loss: 0.2299 Epoch 11/25...progress:49.47%....step:1870/3780... Discriminator Loss: 1.0458... Generator Loss: 0.9085 Epoch 11/25...progress:49.74%....step:1880/3780... Discriminator Loss: 1.8665... Generator Loss: 0.3411 Epoch 11/25...progress:50.00%....step:1890/3780... Discriminator Loss: 1.3601... Generator Loss: 0.6738 Epoch 11/25...progress:50.26%....step:1900/3780... Discriminator Loss: 1.5642... Generator Loss: 0.5567 Epoch 11/25...progress:50.53%....step:1910/3780... Discriminator Loss: 1.4456... Generator Loss: 0.5609 Epoch 11/25...progress:50.79%....step:1920/3780... Discriminator Loss: 1.6835... Generator Loss: 0.4201 Epoch 11/25...progress:51.06%....step:1930/3780... Discriminator Loss: 1.7486... Generator Loss: 0.3619 Epoch 11/25...progress:51.32%....step:1940/3780... Discriminator Loss: 2.1236... Generator Loss: 0.2191 Epoch 11/25...progress:51.59%....step:1950/3780... Discriminator Loss: 2.0638... Generator Loss: 0.2171 Epoch 11/25...progress:51.85%....step:1960/3780... Discriminator Loss: 1.9546... Generator Loss: 0.2713 Epoch 11/25...progress:52.12%....step:1970/3780... Discriminator Loss: 0.8562... Generator Loss: 1.6472 Epoch 11/25...progress:52.38%....step:1980/3780... Discriminator Loss: 1.5297... Generator Loss: 0.4148 Epoch 11/25...progress:52.65%....step:1990/3780... Discriminator Loss: 2.2980... Generator Loss: 0.1791 Epoch 11/25...progress:52.91%....step:2000/3780... Discriminator Loss: 1.1392... Generator Loss: 0.7750
Epoch 11/25...progress:53.17%....step:2010/3780... Discriminator Loss: 1.8579... Generator Loss: 0.3272 Epoch 11/25...progress:53.44%....step:2020/3780... Discriminator Loss: 1.6015... Generator Loss: 0.5883 Epoch 11/25...progress:53.70%....step:2030/3780... Discriminator Loss: 1.5991... Generator Loss: 0.9764 Epoch 11/25...progress:53.97%....step:2040/3780... Discriminator Loss: 1.6527... Generator Loss: 0.3992 Epoch 11/25...progress:54.23%....step:2050/3780... Discriminator Loss: 1.7034... Generator Loss: 0.3851 Epoch 11/25...progress:54.50%....step:2060/3780... Discriminator Loss: 1.5639... Generator Loss: 0.5238 Epoch 11/25...progress:54.76%....step:2070/3780... Discriminator Loss: 1.5129... Generator Loss: 0.4568 Epoch 11/25...progress:55.03%....step:2080/3780... Discriminator Loss: 1.7202... Generator Loss: 0.4163 Epoch 11/25...progress:55.29%....step:2090/3780... Discriminator Loss: 1.2664... Generator Loss: 0.6113 Epoch 11/25...progress:55.56%....step:2100/3780... Discriminator Loss: 1.8787... Generator Loss: 0.3031 Epoch 11/25...progress:55.82%....step:2110/3780... Discriminator Loss: 1.4061... Generator Loss: 0.6772 Epoch 11/25...progress:56.08%....step:2120/3780... Discriminator Loss: 1.5572... Generator Loss: 0.4576 Epoch 11/25...progress:56.35%....step:2130/3780... Discriminator Loss: 2.1078... Generator Loss: 0.2459 Epoch 11/25...progress:56.61%....step:2140/3780... Discriminator Loss: 1.6926... Generator Loss: 0.3541 Epoch 11/25...progress:56.88%....step:2150/3780... Discriminator Loss: 2.2542... Generator Loss: 0.1864 Epoch 11/25...progress:57.14%....step:2160/3780... Discriminator Loss: 1.5056... Generator Loss: 0.5434 Epoch 11/25...progress:57.41%....step:2170/3780... Discriminator Loss: 1.0122... Generator Loss: 0.8896 Epoch 11/25...progress:57.67%....step:2180/3780... Discriminator Loss: 1.2491... Generator Loss: 0.7485 Epoch 11/25...progress:57.94%....step:2190/3780... Discriminator Loss: 1.4329... Generator Loss: 0.9309 Epoch 11/25...progress:58.20%....step:2200/3780... Discriminator Loss: 1.2500... Generator Loss: 0.8061
Epoch 11/25...progress:58.47%....step:2210/3780... Discriminator Loss: 2.2240... Generator Loss: 0.2026 Epoch 11/25...progress:58.73%....step:2220/3780... Discriminator Loss: 1.3872... Generator Loss: 0.5807 Epoch 11/25...progress:58.99%....step:2230/3780... Discriminator Loss: 1.1252... Generator Loss: 1.1162 Epoch 11/25...progress:59.26%....step:2240/3780... Discriminator Loss: 1.5521... Generator Loss: 0.4581 Epoch 11/25...progress:59.52%....step:2250/3780... Discriminator Loss: 1.1635... Generator Loss: 0.6728 Epoch 11/25...progress:59.79%....step:2260/3780... Discriminator Loss: 1.4125... Generator Loss: 0.8849 Epoch 11/25...progress:60.05%....step:2270/3780... Discriminator Loss: 1.5784... Generator Loss: 0.4170 Epoch 11/25...progress:60.32%....step:2280/3780... Discriminator Loss: 1.4332... Generator Loss: 0.5379 Epoch 11/25...progress:60.58%....step:2290/3780... Discriminator Loss: 1.1228... Generator Loss: 1.0698 Epoch 11/25...progress:60.85%....step:2300/3780... Discriminator Loss: 1.2265... Generator Loss: 0.6322 Epoch 11/25...progress:61.11%....step:2310/3780... Discriminator Loss: 1.6487... Generator Loss: 0.3699 Epoch 11/25...progress:61.38%....step:2320/3780... Discriminator Loss: 1.1125... Generator Loss: 0.7932 Epoch 11/25...progress:61.64%....step:2330/3780... Discriminator Loss: 1.5133... Generator Loss: 0.4988 Epoch 11/25...progress:61.90%....step:2340/3780... Discriminator Loss: 1.9537... Generator Loss: 0.3231 Epoch 11/25...progress:62.17%....step:2350/3780... Discriminator Loss: 1.1808... Generator Loss: 1.1614 Epoch 11/25...progress:62.43%....step:2360/3780... Discriminator Loss: 1.5624... Generator Loss: 0.7558 Epoch 11/25...progress:62.70%....step:2370/3780... Discriminator Loss: 1.7696... Generator Loss: 0.3110 Epoch 11/25...progress:62.96%....step:2380/3780... Discriminator Loss: 1.1172... Generator Loss: 0.7640 Epoch 11/25...progress:63.23%....step:2390/3780... Discriminator Loss: 1.1905... Generator Loss: 0.9064 Epoch 11/25...progress:63.49%....step:2400/3780... Discriminator Loss: 2.1264... Generator Loss: 0.2386
Epoch 11/25...progress:63.76%....step:2410/3780... Discriminator Loss: 0.9220... Generator Loss: 0.9296 Epoch 11/25...progress:64.02%....step:2420/3780... Discriminator Loss: 1.7351... Generator Loss: 0.3394 Epoch 11/25...progress:64.29%....step:2430/3780... Discriminator Loss: 1.6217... Generator Loss: 0.4173 Epoch 11/25...progress:64.55%....step:2440/3780... Discriminator Loss: 1.4653... Generator Loss: 0.4780 Epoch 11/25...progress:64.81%....step:2450/3780... Discriminator Loss: 1.5764... Generator Loss: 0.4226 Epoch 11/25...progress:65.08%....step:2460/3780... Discriminator Loss: 1.5918... Generator Loss: 0.3951 Epoch 11/25...progress:65.34%....step:2470/3780... Discriminator Loss: 1.8614... Generator Loss: 0.2891 Epoch 11/25...progress:65.61%....step:2480/3780... Discriminator Loss: 1.1895... Generator Loss: 0.6809 Epoch 11/25...progress:65.87%....step:2490/3780... Discriminator Loss: 0.9341... Generator Loss: 1.0616 Epoch 11/25...progress:66.14%....step:2500/3780... Discriminator Loss: 1.1496... Generator Loss: 0.7954 Epoch 11/25...progress:66.40%....step:2510/3780... Discriminator Loss: 1.5489... Generator Loss: 0.4352 Epoch 11/25...progress:66.67%....step:2520/3780... Discriminator Loss: 1.8644... Generator Loss: 0.3035 Epoch 11/25...progress:66.93%....step:2530/3780... Discriminator Loss: 1.7980... Generator Loss: 0.3227 Epoch 11/25...progress:67.20%....step:2540/3780... Discriminator Loss: 1.9389... Generator Loss: 0.3025 Epoch 11/25...progress:67.46%....step:2550/3780... Discriminator Loss: 1.6634... Generator Loss: 0.3645 Epoch 11/25...progress:67.72%....step:2560/3780... Discriminator Loss: 1.9641... Generator Loss: 0.2947 Epoch 11/25...progress:67.99%....step:2570/3780... Discriminator Loss: 1.6246... Generator Loss: 0.3682 Epoch 11/25...progress:68.25%....step:2580/3780... Discriminator Loss: 2.3534... Generator Loss: 0.1790 Epoch 11/25...progress:68.52%....step:2590/3780... Discriminator Loss: 1.1946... Generator Loss: 0.6906 Epoch 11/25...progress:68.78%....step:2600/3780... Discriminator Loss: 1.4352... Generator Loss: 0.5417
Epoch 11/25...progress:69.05%....step:2610/3780... Discriminator Loss: 2.0671... Generator Loss: 0.2563 Epoch 11/25...progress:69.31%....step:2620/3780... Discriminator Loss: 1.5396... Generator Loss: 0.4818 Epoch 11/25...progress:69.58%....step:2630/3780... Discriminator Loss: 1.9952... Generator Loss: 0.2785 Epoch 11/25...progress:69.84%....step:2640/3780... Discriminator Loss: 1.7574... Generator Loss: 0.4046 Epoch 11/25...progress:70.11%....step:2650/3780... Discriminator Loss: 2.5372... Generator Loss: 0.1702 Epoch 11/25...progress:70.37%....step:2660/3780... Discriminator Loss: 1.4736... Generator Loss: 0.4539 Epoch 11/25...progress:70.63%....step:2670/3780... Discriminator Loss: 1.4090... Generator Loss: 0.6605 Epoch 11/25...progress:70.90%....step:2680/3780... Discriminator Loss: 1.8389... Generator Loss: 0.3203 Epoch 11/25...progress:71.16%....step:2690/3780... Discriminator Loss: 0.9222... Generator Loss: 1.1364 Epoch 11/25...progress:71.43%....step:2700/3780... Discriminator Loss: 1.9843... Generator Loss: 0.2917 Epoch 11/25...progress:71.69%....step:2710/3780... Discriminator Loss: 1.4383... Generator Loss: 0.5430 Epoch 11/25...progress:71.96%....step:2720/3780... Discriminator Loss: 2.1307... Generator Loss: 0.2308 Epoch 11/25...progress:72.22%....step:2730/3780... Discriminator Loss: 1.6926... Generator Loss: 0.3596 Epoch 11/25...progress:72.49%....step:2740/3780... Discriminator Loss: 1.6434... Generator Loss: 0.3969 Epoch 11/25...progress:72.75%....step:2750/3780... Discriminator Loss: 1.4503... Generator Loss: 0.4775 Epoch 11/25...progress:73.02%....step:2760/3780... Discriminator Loss: 2.2875... Generator Loss: 0.1868 Epoch 11/25...progress:73.28%....step:2770/3780... Discriminator Loss: 1.2909... Generator Loss: 0.6104 Epoch 11/25...progress:73.54%....step:2780/3780... Discriminator Loss: 1.5373... Generator Loss: 0.5090 Epoch 11/25...progress:73.81%....step:2790/3780... Discriminator Loss: 1.5262... Generator Loss: 0.4758 Epoch 11/25...progress:74.07%....step:2800/3780... Discriminator Loss: 0.9590... Generator Loss: 1.1289
Epoch 11/25...progress:74.34%....step:2810/3780... Discriminator Loss: 1.6813... Generator Loss: 0.3781 Epoch 11/25...progress:74.60%....step:2820/3780... Discriminator Loss: 1.1667... Generator Loss: 0.8365 Epoch 11/25...progress:74.87%....step:2830/3780... Discriminator Loss: 1.8584... Generator Loss: 0.3337 Epoch 11/25...progress:75.13%....step:2840/3780... Discriminator Loss: 1.5041... Generator Loss: 0.4739 Epoch 11/25...progress:75.40%....step:2850/3780... Discriminator Loss: 1.5415... Generator Loss: 0.4352 Epoch 11/25...progress:75.66%....step:2860/3780... Discriminator Loss: 1.9086... Generator Loss: 0.2903 Epoch 11/25...progress:75.93%....step:2870/3780... Discriminator Loss: 1.2374... Generator Loss: 0.6110 Epoch 11/25...progress:76.19%....step:2880/3780... Discriminator Loss: 0.9937... Generator Loss: 1.4485 Epoch 11/25...progress:76.46%....step:2890/3780... Discriminator Loss: 1.7145... Generator Loss: 0.5992 Epoch 11/25...progress:76.72%....step:2900/3780... Discriminator Loss: 1.8941... Generator Loss: 0.3250 Epoch 11/25...progress:76.98%....step:2910/3780... Discriminator Loss: 1.5742... Generator Loss: 0.5468 Epoch 11/25...progress:77.25%....step:2920/3780... Discriminator Loss: 1.2776... Generator Loss: 0.8547 Epoch 11/25...progress:77.51%....step:2930/3780... Discriminator Loss: 1.4957... Generator Loss: 0.5738 Epoch 11/25...progress:77.78%....step:2940/3780... Discriminator Loss: 1.2476... Generator Loss: 0.6286 Epoch 11/25...progress:78.04%....step:2950/3780... Discriminator Loss: 2.5196... Generator Loss: 0.1826 Epoch 11/25...progress:78.31%....step:2960/3780... Discriminator Loss: 1.4088... Generator Loss: 0.5406 Epoch 11/25...progress:78.57%....step:2970/3780... Discriminator Loss: 2.1961... Generator Loss: 0.2346 Epoch 11/25...progress:78.84%....step:2980/3780... Discriminator Loss: 1.6901... Generator Loss: 0.3591 Epoch 11/25...progress:79.10%....step:2990/3780... Discriminator Loss: 2.1536... Generator Loss: 0.2084 Epoch 11/25...progress:79.37%....step:3000/3780... Discriminator Loss: 1.4535... Generator Loss: 0.5784
Epoch 11/25...progress:79.63%....step:3010/3780... Discriminator Loss: 0.8686... Generator Loss: 1.0627 Epoch 11/25...progress:79.89%....step:3020/3780... Discriminator Loss: 1.2439... Generator Loss: 0.6621 Epoch 11/25...progress:80.16%....step:3030/3780... Discriminator Loss: 1.5335... Generator Loss: 0.4334 Epoch 11/25...progress:80.42%....step:3040/3780... Discriminator Loss: 1.9224... Generator Loss: 0.2877 Epoch 11/25...progress:80.69%....step:3050/3780... Discriminator Loss: 2.0190... Generator Loss: 0.3077 Epoch 11/25...progress:80.95%....step:3060/3780... Discriminator Loss: 1.8423... Generator Loss: 0.3135 Epoch 11/25...progress:81.22%....step:3070/3780... Discriminator Loss: 1.1960... Generator Loss: 0.7467 Epoch 11/25...progress:81.48%....step:3080/3780... Discriminator Loss: 1.8692... Generator Loss: 0.3095 Epoch 11/25...progress:81.75%....step:3090/3780... Discriminator Loss: 1.2223... Generator Loss: 0.6798 Epoch 11/25...progress:82.01%....step:3100/3780... Discriminator Loss: 0.9997... Generator Loss: 1.1733 Epoch 11/25...progress:82.28%....step:3110/3780... Discriminator Loss: 1.3077... Generator Loss: 1.0610 Epoch 11/25...progress:82.54%....step:3120/3780... Discriminator Loss: 1.5961... Generator Loss: 0.3927 Epoch 11/25...progress:82.80%....step:3130/3780... Discriminator Loss: 1.5473... Generator Loss: 0.4422 Epoch 11/25...progress:83.07%....step:3140/3780... Discriminator Loss: 1.5761... Generator Loss: 0.4289 Epoch 11/25...progress:83.33%....step:3150/3780... Discriminator Loss: 1.3851... Generator Loss: 0.5416 Epoch 11/25...progress:83.60%....step:3160/3780... Discriminator Loss: 1.5216... Generator Loss: 0.4244 Epoch 11/25...progress:83.86%....step:3170/3780... Discriminator Loss: 1.8826... Generator Loss: 0.2973 Epoch 11/25...progress:84.13%....step:3180/3780... Discriminator Loss: 1.3275... Generator Loss: 0.5777 Epoch 11/25...progress:84.39%....step:3190/3780... Discriminator Loss: 1.1846... Generator Loss: 0.7527 Epoch 11/25...progress:84.66%....step:3200/3780... Discriminator Loss: 1.2737... Generator Loss: 0.6563
Epoch 11/25...progress:84.92%....step:3210/3780... Discriminator Loss: 2.1607... Generator Loss: 0.2312 Epoch 11/25...progress:85.19%....step:3220/3780... Discriminator Loss: 1.4854... Generator Loss: 0.4607 Epoch 11/25...progress:85.45%....step:3230/3780... Discriminator Loss: 1.8572... Generator Loss: 0.2981 Epoch 11/25...progress:85.71%....step:3240/3780... Discriminator Loss: 1.1928... Generator Loss: 0.8147 Epoch 11/25...progress:85.98%....step:3250/3780... Discriminator Loss: 1.4022... Generator Loss: 0.6133 Epoch 11/25...progress:86.24%....step:3260/3780... Discriminator Loss: 2.6129... Generator Loss: 0.1540 Epoch 11/25...progress:86.51%....step:3270/3780... Discriminator Loss: 1.2482... Generator Loss: 0.6262 Epoch 11/25...progress:86.77%....step:3280/3780... Discriminator Loss: 1.0285... Generator Loss: 0.9492 Epoch 11/25...progress:87.04%....step:3290/3780... Discriminator Loss: 1.4037... Generator Loss: 0.5040 Epoch 11/25...progress:87.30%....step:3300/3780... Discriminator Loss: 1.6501... Generator Loss: 0.4065 Epoch 11/25...progress:87.57%....step:3310/3780... Discriminator Loss: 1.1505... Generator Loss: 0.9934 Epoch 11/25...progress:87.83%....step:3320/3780... Discriminator Loss: 1.4475... Generator Loss: 0.4782 Epoch 11/25...progress:88.10%....step:3330/3780... Discriminator Loss: 1.4836... Generator Loss: 0.5303 Epoch 11/25...progress:88.36%....step:3340/3780... Discriminator Loss: 0.9138... Generator Loss: 1.6855 Epoch 11/25...progress:88.62%....step:3350/3780... Discriminator Loss: 1.7757... Generator Loss: 0.3275 Epoch 11/25...progress:88.89%....step:3360/3780... Discriminator Loss: 1.4238... Generator Loss: 0.5238 Epoch 11/25...progress:89.15%....step:3370/3780... Discriminator Loss: 1.3003... Generator Loss: 1.1629 Epoch 11/25...progress:89.42%....step:3380/3780... Discriminator Loss: 1.5710... Generator Loss: 0.3849 Epoch 11/25...progress:89.68%....step:3390/3780... Discriminator Loss: 1.0208... Generator Loss: 1.3461 Epoch 11/25...progress:89.95%....step:3400/3780... Discriminator Loss: 1.8566... Generator Loss: 0.3101
Epoch 11/25...progress:90.21%....step:3410/3780... Discriminator Loss: 1.7222... Generator Loss: 0.3570 Epoch 11/25...progress:90.48%....step:3420/3780... Discriminator Loss: 1.5808... Generator Loss: 0.4100 Epoch 11/25...progress:90.74%....step:3430/3780... Discriminator Loss: 1.8184... Generator Loss: 0.3543 Epoch 11/25...progress:91.01%....step:3440/3780... Discriminator Loss: 1.5627... Generator Loss: 0.4907 Epoch 11/25...progress:91.27%....step:3450/3780... Discriminator Loss: 1.4873... Generator Loss: 0.4807 Epoch 11/25...progress:91.53%....step:3460/3780... Discriminator Loss: 1.2652... Generator Loss: 0.7283 Epoch 11/25...progress:91.80%....step:3470/3780... Discriminator Loss: 1.9328... Generator Loss: 0.2695 Epoch 11/25...progress:92.06%....step:3480/3780... Discriminator Loss: 1.6581... Generator Loss: 0.3927 Epoch 11/25...progress:92.33%....step:3490/3780... Discriminator Loss: 1.6340... Generator Loss: 0.3883 Epoch 11/25...progress:92.59%....step:3500/3780... Discriminator Loss: 1.4003... Generator Loss: 0.5531 Epoch 11/25...progress:92.86%....step:3510/3780... Discriminator Loss: 1.3364... Generator Loss: 0.6081 Epoch 11/25...progress:93.12%....step:3520/3780... Discriminator Loss: 1.3271... Generator Loss: 0.6761 Epoch 11/25...progress:93.39%....step:3530/3780... Discriminator Loss: 1.2112... Generator Loss: 0.7873 Epoch 11/25...progress:93.65%....step:3540/3780... Discriminator Loss: 1.1451... Generator Loss: 1.2634 Epoch 11/25...progress:93.92%....step:3550/3780... Discriminator Loss: 1.7921... Generator Loss: 0.3359 Epoch 11/25...progress:94.18%....step:3560/3780... Discriminator Loss: 1.1922... Generator Loss: 0.8586 Epoch 11/25...progress:94.44%....step:3570/3780... Discriminator Loss: 2.1134... Generator Loss: 0.2531 Epoch 11/25...progress:94.71%....step:3580/3780... Discriminator Loss: 2.0252... Generator Loss: 0.2956 Epoch 11/25...progress:94.97%....step:3590/3780... Discriminator Loss: 1.4660... Generator Loss: 0.4897 Epoch 11/25...progress:95.24%....step:3600/3780... Discriminator Loss: 1.4183... Generator Loss: 0.8925
Epoch 11/25...progress:95.50%....step:3610/3780... Discriminator Loss: 1.3869... Generator Loss: 0.6310 Epoch 11/25...progress:95.77%....step:3620/3780... Discriminator Loss: 1.7257... Generator Loss: 0.3793 Epoch 11/25...progress:96.03%....step:3630/3780... Discriminator Loss: 1.5917... Generator Loss: 0.4331 Epoch 11/25...progress:96.30%....step:3640/3780... Discriminator Loss: 1.5490... Generator Loss: 0.4108 Epoch 11/25...progress:96.56%....step:3650/3780... Discriminator Loss: 1.0987... Generator Loss: 0.9293 Epoch 11/25...progress:96.83%....step:3660/3780... Discriminator Loss: 1.7399... Generator Loss: 0.3498 Epoch 11/25...progress:97.09%....step:3670/3780... Discriminator Loss: 1.2318... Generator Loss: 0.6758 Epoch 11/25...progress:97.35%....step:3680/3780... Discriminator Loss: 1.3299... Generator Loss: 0.6202 Epoch 11/25...progress:97.62%....step:3690/3780... Discriminator Loss: 1.4439... Generator Loss: 0.5803 Epoch 11/25...progress:97.88%....step:3700/3780... Discriminator Loss: 1.6191... Generator Loss: 0.4173 Epoch 11/25...progress:98.15%....step:3710/3780... Discriminator Loss: 1.2076... Generator Loss: 1.3071 Epoch 11/25...progress:98.41%....step:3720/3780... Discriminator Loss: 1.7152... Generator Loss: 0.3543 Epoch 11/25...progress:98.68%....step:3730/3780... Discriminator Loss: 1.0105... Generator Loss: 1.0271 Epoch 11/25...progress:98.94%....step:3740/3780... Discriminator Loss: 0.9806... Generator Loss: 1.2209 Epoch 11/25...progress:99.21%....step:3750/3780... Discriminator Loss: 1.1914... Generator Loss: 0.7043 Epoch 11/25...progress:99.47%....step:3760/3780... Discriminator Loss: 1.5170... Generator Loss: 0.4195 Epoch 11/25...progress:99.74%....step:3770/3780... Discriminator Loss: 1.5187... Generator Loss: 0.4802 STARTING epoch: 11 , steps: 3780 ........ Epoch 12/25...progress:0.00%....step:0/3780... Discriminator Loss: 1.5250... Generator Loss: 0.4818
Epoch 12/25...progress:0.26%....step:10/3780... Discriminator Loss: 1.1751... Generator Loss: 0.9698 Epoch 12/25...progress:0.53%....step:20/3780... Discriminator Loss: 1.8962... Generator Loss: 0.2939 Epoch 12/25...progress:0.79%....step:30/3780... Discriminator Loss: 1.6938... Generator Loss: 0.3994 Epoch 12/25...progress:1.06%....step:40/3780... Discriminator Loss: 1.9133... Generator Loss: 0.2818 Epoch 12/25...progress:1.32%....step:50/3780... Discriminator Loss: 1.1278... Generator Loss: 1.0464 Epoch 12/25...progress:1.59%....step:60/3780... Discriminator Loss: 1.5705... Generator Loss: 0.4160 Epoch 12/25...progress:1.85%....step:70/3780... Discriminator Loss: 1.6253... Generator Loss: 0.4061 Epoch 12/25...progress:2.12%....step:80/3780... Discriminator Loss: 1.5031... Generator Loss: 0.4477 Epoch 12/25...progress:2.38%....step:90/3780... Discriminator Loss: 1.4288... Generator Loss: 0.5087 Epoch 12/25...progress:2.65%....step:100/3780... Discriminator Loss: 2.0201... Generator Loss: 0.2616 Epoch 12/25...progress:2.91%....step:110/3780... Discriminator Loss: 1.3849... Generator Loss: 0.5940 Epoch 12/25...progress:3.17%....step:120/3780... Discriminator Loss: 2.5561... Generator Loss: 0.1556 Epoch 12/25...progress:3.44%....step:130/3780... Discriminator Loss: 2.0203... Generator Loss: 0.2660 Epoch 12/25...progress:3.70%....step:140/3780... Discriminator Loss: 1.4390... Generator Loss: 0.5183 Epoch 12/25...progress:3.97%....step:150/3780... Discriminator Loss: 1.6815... Generator Loss: 0.4395 Epoch 12/25...progress:4.23%....step:160/3780... Discriminator Loss: 1.5938... Generator Loss: 0.4021 Epoch 12/25...progress:4.50%....step:170/3780... Discriminator Loss: 2.0149... Generator Loss: 0.2665 Epoch 12/25...progress:4.76%....step:180/3780... Discriminator Loss: 2.1042... Generator Loss: 0.2459 Epoch 12/25...progress:5.03%....step:190/3780... Discriminator Loss: 0.8212... Generator Loss: 1.2183 Epoch 12/25...progress:5.29%....step:200/3780... Discriminator Loss: 1.5709... Generator Loss: 0.4053
Epoch 12/25...progress:5.56%....step:210/3780... Discriminator Loss: 1.2894... Generator Loss: 0.6595 Epoch 12/25...progress:5.82%....step:220/3780... Discriminator Loss: 0.9247... Generator Loss: 1.2512 Epoch 12/25...progress:6.08%....step:230/3780... Discriminator Loss: 1.3448... Generator Loss: 0.6426 Epoch 12/25...progress:6.35%....step:240/3780... Discriminator Loss: 1.4447... Generator Loss: 0.5439 Epoch 12/25...progress:6.61%....step:250/3780... Discriminator Loss: 0.9682... Generator Loss: 1.0183 Epoch 12/25...progress:6.88%....step:260/3780... Discriminator Loss: 1.6206... Generator Loss: 0.4221 Epoch 12/25...progress:7.14%....step:270/3780... Discriminator Loss: 1.7025... Generator Loss: 0.4227 Epoch 12/25...progress:7.41%....step:280/3780... Discriminator Loss: 1.1443... Generator Loss: 1.1519 Epoch 12/25...progress:7.67%....step:290/3780... Discriminator Loss: 1.5950... Generator Loss: 0.3958 Epoch 12/25...progress:7.94%....step:300/3780... Discriminator Loss: 2.1062... Generator Loss: 0.2261 Epoch 12/25...progress:8.20%....step:310/3780... Discriminator Loss: 1.8388... Generator Loss: 0.3003 Epoch 12/25...progress:8.47%....step:320/3780... Discriminator Loss: 1.6186... Generator Loss: 0.4328 Epoch 12/25...progress:8.73%....step:330/3780... Discriminator Loss: 1.5761... Generator Loss: 0.4677 Epoch 12/25...progress:8.99%....step:340/3780... Discriminator Loss: 1.9487... Generator Loss: 0.2826 Epoch 12/25...progress:9.26%....step:350/3780... Discriminator Loss: 1.1358... Generator Loss: 1.0120 Epoch 12/25...progress:9.52%....step:360/3780... Discriminator Loss: 1.9850... Generator Loss: 0.2882 Epoch 12/25...progress:9.79%....step:370/3780... Discriminator Loss: 1.9353... Generator Loss: 0.3145 Epoch 12/25...progress:10.05%....step:380/3780... Discriminator Loss: 0.8762... Generator Loss: 1.2260 Epoch 12/25...progress:10.32%....step:390/3780... Discriminator Loss: 2.2685... Generator Loss: 0.1954 Epoch 12/25...progress:10.58%....step:400/3780... Discriminator Loss: 1.3386... Generator Loss: 0.6127
Epoch 12/25...progress:10.85%....step:410/3780... Discriminator Loss: 1.7106... Generator Loss: 0.4008 Epoch 12/25...progress:11.11%....step:420/3780... Discriminator Loss: 1.0617... Generator Loss: 1.1151 Epoch 12/25...progress:11.38%....step:430/3780... Discriminator Loss: 1.4009... Generator Loss: 0.7713 Epoch 12/25...progress:11.64%....step:440/3780... Discriminator Loss: 1.1636... Generator Loss: 1.0295 Epoch 12/25...progress:11.90%....step:450/3780... Discriminator Loss: 1.8642... Generator Loss: 0.3196 Epoch 12/25...progress:12.17%....step:460/3780... Discriminator Loss: 1.2258... Generator Loss: 1.0256 Epoch 12/25...progress:12.43%....step:470/3780... Discriminator Loss: 1.1305... Generator Loss: 0.8665 Epoch 12/25...progress:12.70%....step:480/3780... Discriminator Loss: 1.3462... Generator Loss: 0.6784 Epoch 12/25...progress:12.96%....step:490/3780... Discriminator Loss: 2.4708... Generator Loss: 0.1633 Epoch 12/25...progress:13.23%....step:500/3780... Discriminator Loss: 1.2536... Generator Loss: 0.9966 Epoch 12/25...progress:13.49%....step:510/3780... Discriminator Loss: 2.4115... Generator Loss: 0.1822 Epoch 12/25...progress:13.76%....step:520/3780... Discriminator Loss: 2.2105... Generator Loss: 0.2125 Epoch 12/25...progress:14.02%....step:530/3780... Discriminator Loss: 1.6640... Generator Loss: 0.3739 Epoch 12/25...progress:14.29%....step:540/3780... Discriminator Loss: 2.0129... Generator Loss: 0.2433 Epoch 12/25...progress:14.55%....step:550/3780... Discriminator Loss: 1.4648... Generator Loss: 0.6619 Epoch 12/25...progress:14.81%....step:560/3780... Discriminator Loss: 1.8530... Generator Loss: 0.3586 Epoch 12/25...progress:15.08%....step:570/3780... Discriminator Loss: 1.7018... Generator Loss: 0.4160 Epoch 12/25...progress:15.34%....step:580/3780... Discriminator Loss: 1.7977... Generator Loss: 0.3213 Epoch 12/25...progress:15.61%....step:590/3780... Discriminator Loss: 1.8309... Generator Loss: 0.2937 Epoch 12/25...progress:15.87%....step:600/3780... Discriminator Loss: 1.8060... Generator Loss: 0.4616
Epoch 12/25...progress:16.14%....step:610/3780... Discriminator Loss: 1.2612... Generator Loss: 0.7209 Epoch 12/25...progress:16.40%....step:620/3780... Discriminator Loss: 2.2616... Generator Loss: 0.2005 Epoch 12/25...progress:16.67%....step:630/3780... Discriminator Loss: 1.8590... Generator Loss: 0.3617 Epoch 12/25...progress:16.93%....step:640/3780... Discriminator Loss: 1.4682... Generator Loss: 0.4852 Epoch 12/25...progress:17.20%....step:650/3780... Discriminator Loss: 2.1806... Generator Loss: 0.2012 Epoch 12/25...progress:17.46%....step:660/3780... Discriminator Loss: 1.2588... Generator Loss: 0.7632 Epoch 12/25...progress:17.72%....step:670/3780... Discriminator Loss: 2.2227... Generator Loss: 0.2087 Epoch 12/25...progress:17.99%....step:680/3780... Discriminator Loss: 2.0305... Generator Loss: 0.2562 Epoch 12/25...progress:18.25%....step:690/3780... Discriminator Loss: 1.8149... Generator Loss: 0.2988 Epoch 12/25...progress:18.52%....step:700/3780... Discriminator Loss: 1.4313... Generator Loss: 0.7385 Epoch 12/25...progress:18.78%....step:710/3780... Discriminator Loss: 1.3747... Generator Loss: 0.8624 Epoch 12/25...progress:19.05%....step:720/3780... Discriminator Loss: 1.1737... Generator Loss: 1.0575 Epoch 12/25...progress:19.31%....step:730/3780... Discriminator Loss: 1.3779... Generator Loss: 0.5488 Epoch 12/25...progress:19.58%....step:740/3780... Discriminator Loss: 1.7494... Generator Loss: 0.3581 Epoch 12/25...progress:19.84%....step:750/3780... Discriminator Loss: 2.0961... Generator Loss: 0.2931 Epoch 12/25...progress:20.11%....step:760/3780... Discriminator Loss: 2.6752... Generator Loss: 0.1347 Epoch 12/25...progress:20.37%....step:770/3780... Discriminator Loss: 2.1250... Generator Loss: 0.2357 Epoch 12/25...progress:20.63%....step:780/3780... Discriminator Loss: 1.3044... Generator Loss: 0.6310 Epoch 12/25...progress:20.90%....step:790/3780... Discriminator Loss: 1.0554... Generator Loss: 0.8409 Epoch 12/25...progress:21.16%....step:800/3780... Discriminator Loss: 1.3849... Generator Loss: 0.8823
Epoch 12/25...progress:21.43%....step:810/3780... Discriminator Loss: 1.5277... Generator Loss: 0.7856 Epoch 12/25...progress:21.69%....step:820/3780... Discriminator Loss: 1.6820... Generator Loss: 0.4101 Epoch 12/25...progress:21.96%....step:830/3780... Discriminator Loss: 1.1169... Generator Loss: 0.7986 Epoch 12/25...progress:22.22%....step:840/3780... Discriminator Loss: 2.3808... Generator Loss: 0.1647 Epoch 12/25...progress:22.49%....step:850/3780... Discriminator Loss: 1.3473... Generator Loss: 0.6277 Epoch 12/25...progress:22.75%....step:860/3780... Discriminator Loss: 1.4246... Generator Loss: 0.5310 Epoch 12/25...progress:23.02%....step:870/3780... Discriminator Loss: 1.3070... Generator Loss: 0.6266 Epoch 12/25...progress:23.28%....step:880/3780... Discriminator Loss: 1.7364... Generator Loss: 0.3401 Epoch 12/25...progress:23.54%....step:890/3780... Discriminator Loss: 1.6926... Generator Loss: 0.3497 Epoch 12/25...progress:23.81%....step:900/3780... Discriminator Loss: 1.4565... Generator Loss: 0.7562 Epoch 12/25...progress:24.07%....step:910/3780... Discriminator Loss: 1.4697... Generator Loss: 0.6228 Epoch 12/25...progress:24.34%....step:920/3780... Discriminator Loss: 0.9808... Generator Loss: 0.9527 Epoch 12/25...progress:24.60%....step:930/3780... Discriminator Loss: 1.9517... Generator Loss: 0.2711 Epoch 12/25...progress:24.87%....step:940/3780... Discriminator Loss: 1.8198... Generator Loss: 0.3383 Epoch 12/25...progress:25.13%....step:950/3780... Discriminator Loss: 2.4885... Generator Loss: 0.1521 Epoch 12/25...progress:25.40%....step:960/3780... Discriminator Loss: 1.4812... Generator Loss: 0.4622 Epoch 12/25...progress:25.66%....step:970/3780... Discriminator Loss: 1.2010... Generator Loss: 0.8180 Epoch 12/25...progress:25.93%....step:980/3780... Discriminator Loss: 1.5828... Generator Loss: 0.4195 Epoch 12/25...progress:26.19%....step:990/3780... Discriminator Loss: 1.1242... Generator Loss: 0.9819 Epoch 12/25...progress:26.46%....step:1000/3780... Discriminator Loss: 1.8896... Generator Loss: 0.2874
Epoch 12/25...progress:26.72%....step:1010/3780... Discriminator Loss: 2.1752... Generator Loss: 0.2208 Epoch 12/25...progress:26.98%....step:1020/3780... Discriminator Loss: 2.4079... Generator Loss: 0.1925 Epoch 12/25...progress:27.25%....step:1030/3780... Discriminator Loss: 2.1087... Generator Loss: 0.2320 Epoch 12/25...progress:27.51%....step:1040/3780... Discriminator Loss: 1.8473... Generator Loss: 0.3677 Epoch 12/25...progress:27.78%....step:1050/3780... Discriminator Loss: 2.2538... Generator Loss: 0.2008 Epoch 12/25...progress:28.04%....step:1060/3780... Discriminator Loss: 0.8130... Generator Loss: 1.2513 Epoch 12/25...progress:28.31%....step:1070/3780... Discriminator Loss: 1.1461... Generator Loss: 0.9881 Epoch 12/25...progress:28.57%....step:1080/3780... Discriminator Loss: 1.4173... Generator Loss: 0.5223 Epoch 12/25...progress:28.84%....step:1090/3780... Discriminator Loss: 1.3261... Generator Loss: 0.7808 Epoch 12/25...progress:29.10%....step:1100/3780... Discriminator Loss: 1.8412... Generator Loss: 0.3337 Epoch 12/25...progress:29.37%....step:1110/3780... Discriminator Loss: 1.4593... Generator Loss: 0.4706 Epoch 12/25...progress:29.63%....step:1120/3780... Discriminator Loss: 1.4007... Generator Loss: 0.5823 Epoch 12/25...progress:29.89%....step:1130/3780... Discriminator Loss: 1.9613... Generator Loss: 0.2840 Epoch 12/25...progress:30.16%....step:1140/3780... Discriminator Loss: 1.5300... Generator Loss: 0.4664 Epoch 12/25...progress:30.42%....step:1150/3780... Discriminator Loss: 1.2147... Generator Loss: 2.0264 Epoch 12/25...progress:30.69%....step:1160/3780... Discriminator Loss: 1.9437... Generator Loss: 1.5529 Epoch 12/25...progress:30.95%....step:1170/3780... Discriminator Loss: 1.6791... Generator Loss: 0.3941 Epoch 12/25...progress:31.22%....step:1180/3780... Discriminator Loss: 1.0781... Generator Loss: 0.9354 Epoch 12/25...progress:31.48%....step:1190/3780... Discriminator Loss: 1.1865... Generator Loss: 0.7845 Epoch 12/25...progress:31.75%....step:1200/3780... Discriminator Loss: 1.5738... Generator Loss: 0.4064
Epoch 12/25...progress:32.01%....step:1210/3780... Discriminator Loss: 1.5859... Generator Loss: 0.4239 Epoch 12/25...progress:32.28%....step:1220/3780... Discriminator Loss: 1.5031... Generator Loss: 0.4705 Epoch 12/25...progress:32.54%....step:1230/3780... Discriminator Loss: 1.5291... Generator Loss: 0.4471 Epoch 12/25...progress:32.80%....step:1240/3780... Discriminator Loss: 1.6802... Generator Loss: 0.3982 Epoch 12/25...progress:33.07%....step:1250/3780... Discriminator Loss: 1.9754... Generator Loss: 0.3149 Epoch 12/25...progress:33.33%....step:1260/3780... Discriminator Loss: 1.9055... Generator Loss: 0.2958 Epoch 12/25...progress:33.60%....step:1270/3780... Discriminator Loss: 1.8695... Generator Loss: 0.3269 Epoch 12/25...progress:33.86%....step:1280/3780... Discriminator Loss: 1.2523... Generator Loss: 0.6679 Epoch 12/25...progress:34.13%....step:1290/3780... Discriminator Loss: 1.5400... Generator Loss: 0.5638 Epoch 12/25...progress:34.39%....step:1300/3780... Discriminator Loss: 2.2530... Generator Loss: 0.2034 Epoch 12/25...progress:34.66%....step:1310/3780... Discriminator Loss: 1.9770... Generator Loss: 0.2706 Epoch 12/25...progress:34.92%....step:1320/3780... Discriminator Loss: 1.1410... Generator Loss: 0.7736 Epoch 12/25...progress:35.19%....step:1330/3780... Discriminator Loss: 1.5728... Generator Loss: 0.4146 Epoch 12/25...progress:35.45%....step:1340/3780... Discriminator Loss: 1.3692... Generator Loss: 0.5795 Epoch 12/25...progress:35.71%....step:1350/3780... Discriminator Loss: 1.6499... Generator Loss: 0.3773 Epoch 12/25...progress:35.98%....step:1360/3780... Discriminator Loss: 1.5613... Generator Loss: 0.4511 Epoch 12/25...progress:36.24%....step:1370/3780... Discriminator Loss: 1.4171... Generator Loss: 0.5048 Epoch 12/25...progress:36.51%....step:1380/3780... Discriminator Loss: 2.0200... Generator Loss: 0.2810 Epoch 12/25...progress:36.77%....step:1390/3780... Discriminator Loss: 1.8466... Generator Loss: 0.3146 Epoch 12/25...progress:37.04%....step:1400/3780... Discriminator Loss: 1.6812... Generator Loss: 0.4273
Epoch 12/25...progress:37.30%....step:1410/3780... Discriminator Loss: 1.8684... Generator Loss: 0.3269 Epoch 12/25...progress:37.57%....step:1420/3780... Discriminator Loss: 1.2464... Generator Loss: 0.7279 Epoch 12/25...progress:37.83%....step:1430/3780... Discriminator Loss: 1.8448... Generator Loss: 0.3829 Epoch 12/25...progress:38.10%....step:1440/3780... Discriminator Loss: 1.9006... Generator Loss: 0.3019 Epoch 12/25...progress:38.36%....step:1450/3780... Discriminator Loss: 1.7081... Generator Loss: 0.3969 Epoch 12/25...progress:38.62%....step:1460/3780... Discriminator Loss: 2.5011... Generator Loss: 0.1671 Epoch 12/25...progress:38.89%....step:1470/3780... Discriminator Loss: 1.7159... Generator Loss: 0.8902 Epoch 12/25...progress:39.15%....step:1480/3780... Discriminator Loss: 1.7979... Generator Loss: 0.2890 Epoch 12/25...progress:39.42%....step:1490/3780... Discriminator Loss: 1.0837... Generator Loss: 0.8417 Epoch 12/25...progress:39.68%....step:1500/3780... Discriminator Loss: 2.2337... Generator Loss: 0.1857 Epoch 12/25...progress:39.95%....step:1510/3780... Discriminator Loss: 1.0003... Generator Loss: 1.0441 Epoch 12/25...progress:40.21%....step:1520/3780... Discriminator Loss: 1.5121... Generator Loss: 0.5003 Epoch 12/25...progress:40.48%....step:1530/3780... Discriminator Loss: 1.4831... Generator Loss: 0.4943 Epoch 12/25...progress:40.74%....step:1540/3780... Discriminator Loss: 1.3380... Generator Loss: 0.6161 Epoch 12/25...progress:41.01%....step:1550/3780... Discriminator Loss: 1.9903... Generator Loss: 0.2759 Epoch 12/25...progress:41.27%....step:1560/3780... Discriminator Loss: 1.7714... Generator Loss: 0.3762 Epoch 12/25...progress:41.53%....step:1570/3780... Discriminator Loss: 2.2722... Generator Loss: 0.1994 Epoch 12/25...progress:41.80%....step:1580/3780... Discriminator Loss: 1.4578... Generator Loss: 0.5050 Epoch 12/25...progress:42.06%....step:1590/3780... Discriminator Loss: 1.2287... Generator Loss: 0.6636 Epoch 12/25...progress:42.33%....step:1600/3780... Discriminator Loss: 1.1133... Generator Loss: 0.7468
Epoch 12/25...progress:42.59%....step:1610/3780... Discriminator Loss: 1.2034... Generator Loss: 0.8850 Epoch 12/25...progress:42.86%....step:1620/3780... Discriminator Loss: 1.3067... Generator Loss: 0.7884 Epoch 12/25...progress:43.12%....step:1630/3780... Discriminator Loss: 1.2307... Generator Loss: 0.8032 Epoch 12/25...progress:43.39%....step:1640/3780... Discriminator Loss: 1.0904... Generator Loss: 0.8083 Epoch 12/25...progress:43.65%....step:1650/3780... Discriminator Loss: 1.0405... Generator Loss: 0.8570 Epoch 12/25...progress:43.92%....step:1660/3780... Discriminator Loss: 1.3765... Generator Loss: 0.5672 Epoch 12/25...progress:44.18%....step:1670/3780... Discriminator Loss: 0.8470... Generator Loss: 1.4214 Epoch 12/25...progress:44.44%....step:1680/3780... Discriminator Loss: 1.5646... Generator Loss: 0.4336 Epoch 12/25...progress:44.71%....step:1690/3780... Discriminator Loss: 2.3333... Generator Loss: 0.1955 Epoch 12/25...progress:44.97%....step:1700/3780... Discriminator Loss: 1.5991... Generator Loss: 0.4077 Epoch 12/25...progress:45.24%....step:1710/3780... Discriminator Loss: 2.5445... Generator Loss: 0.1583 Epoch 12/25...progress:45.50%....step:1720/3780... Discriminator Loss: 1.7819... Generator Loss: 0.3598 Epoch 12/25...progress:45.77%....step:1730/3780... Discriminator Loss: 1.8599... Generator Loss: 0.2976 Epoch 12/25...progress:46.03%....step:1740/3780... Discriminator Loss: 1.4138... Generator Loss: 0.5537 Epoch 12/25...progress:46.30%....step:1750/3780... Discriminator Loss: 1.1461... Generator Loss: 0.7483 Epoch 12/25...progress:46.56%....step:1760/3780... Discriminator Loss: 1.7308... Generator Loss: 0.3604 Epoch 12/25...progress:46.83%....step:1770/3780... Discriminator Loss: 1.2252... Generator Loss: 1.2586 Epoch 12/25...progress:47.09%....step:1780/3780... Discriminator Loss: 1.0566... Generator Loss: 1.1096 Epoch 12/25...progress:47.35%....step:1790/3780... Discriminator Loss: 1.6065... Generator Loss: 0.5744 Epoch 12/25...progress:47.62%....step:1800/3780... Discriminator Loss: 1.3143... Generator Loss: 0.7062
Epoch 12/25...progress:47.88%....step:1810/3780... Discriminator Loss: 1.5991... Generator Loss: 0.4004 Epoch 12/25...progress:48.15%....step:1820/3780... Discriminator Loss: 1.8055... Generator Loss: 0.3182 Epoch 12/25...progress:48.41%....step:1830/3780... Discriminator Loss: 1.5495... Generator Loss: 0.4142 Epoch 12/25...progress:48.68%....step:1840/3780... Discriminator Loss: 1.5004... Generator Loss: 0.4991 Epoch 12/25...progress:48.94%....step:1850/3780... Discriminator Loss: 1.0579... Generator Loss: 0.9154 Epoch 12/25...progress:49.21%....step:1860/3780... Discriminator Loss: 1.9735... Generator Loss: 0.2640 Epoch 12/25...progress:49.47%....step:1870/3780... Discriminator Loss: 1.3684... Generator Loss: 0.7680 Epoch 12/25...progress:49.74%....step:1880/3780... Discriminator Loss: 1.8732... Generator Loss: 0.3161 Epoch 12/25...progress:50.00%....step:1890/3780... Discriminator Loss: 1.5417... Generator Loss: 0.7059 Epoch 12/25...progress:50.26%....step:1900/3780... Discriminator Loss: 1.5747... Generator Loss: 0.4469 Epoch 12/25...progress:50.53%....step:1910/3780... Discriminator Loss: 1.8854... Generator Loss: 0.3526 Epoch 12/25...progress:50.79%....step:1920/3780... Discriminator Loss: 1.8061... Generator Loss: 0.3504 Epoch 12/25...progress:51.06%....step:1930/3780... Discriminator Loss: 1.4229... Generator Loss: 0.6029 Epoch 12/25...progress:51.32%....step:1940/3780... Discriminator Loss: 1.8255... Generator Loss: 0.3187 Epoch 12/25...progress:51.59%....step:1950/3780... Discriminator Loss: 2.9025... Generator Loss: 0.1069 Epoch 12/25...progress:51.85%....step:1960/3780... Discriminator Loss: 1.8059... Generator Loss: 0.3387 Epoch 12/25...progress:52.12%....step:1970/3780... Discriminator Loss: 1.3271... Generator Loss: 0.6034 Epoch 12/25...progress:52.38%....step:1980/3780... Discriminator Loss: 1.3927... Generator Loss: 0.5205 Epoch 12/25...progress:52.65%....step:1990/3780... Discriminator Loss: 1.7984... Generator Loss: 0.3092 Epoch 12/25...progress:52.91%....step:2000/3780... Discriminator Loss: 1.6282... Generator Loss: 0.3760
Epoch 12/25...progress:53.17%....step:2010/3780... Discriminator Loss: 1.6101... Generator Loss: 0.4201 Epoch 12/25...progress:53.44%....step:2020/3780... Discriminator Loss: 1.9392... Generator Loss: 0.2663 Epoch 12/25...progress:53.70%....step:2030/3780... Discriminator Loss: 1.8837... Generator Loss: 1.8726 Epoch 12/25...progress:53.97%....step:2040/3780... Discriminator Loss: 1.8188... Generator Loss: 0.4343 Epoch 12/25...progress:54.23%....step:2050/3780... Discriminator Loss: 1.6593... Generator Loss: 0.4692 Epoch 12/25...progress:54.50%....step:2060/3780... Discriminator Loss: 1.2291... Generator Loss: 0.7898 Epoch 12/25...progress:54.76%....step:2070/3780... Discriminator Loss: 1.5615... Generator Loss: 0.4502 Epoch 12/25...progress:55.03%....step:2080/3780... Discriminator Loss: 1.3349... Generator Loss: 0.5755 Epoch 12/25...progress:55.29%....step:2090/3780... Discriminator Loss: 1.2167... Generator Loss: 0.6901 Epoch 12/25...progress:55.56%....step:2100/3780... Discriminator Loss: 1.8189... Generator Loss: 0.2974 Epoch 12/25...progress:55.82%....step:2110/3780... Discriminator Loss: 1.4570... Generator Loss: 0.5322 Epoch 12/25...progress:56.08%....step:2120/3780... Discriminator Loss: 1.3819... Generator Loss: 0.6555 Epoch 12/25...progress:56.35%....step:2130/3780... Discriminator Loss: 1.9129... Generator Loss: 0.3163 Epoch 12/25...progress:56.61%....step:2140/3780... Discriminator Loss: 2.3737... Generator Loss: 0.1954 Epoch 12/25...progress:56.88%....step:2150/3780... Discriminator Loss: 1.4876... Generator Loss: 0.4372 Epoch 12/25...progress:57.14%....step:2160/3780... Discriminator Loss: 1.3726... Generator Loss: 0.6770 Epoch 12/25...progress:57.41%....step:2170/3780... Discriminator Loss: 0.8765... Generator Loss: 1.0814 Epoch 12/25...progress:57.67%....step:2180/3780... Discriminator Loss: 1.1215... Generator Loss: 0.7618 Epoch 12/25...progress:57.94%....step:2190/3780... Discriminator Loss: 1.7433... Generator Loss: 0.3361 Epoch 12/25...progress:58.20%....step:2200/3780... Discriminator Loss: 1.5256... Generator Loss: 0.5274
Epoch 12/25...progress:58.47%....step:2210/3780... Discriminator Loss: 2.4298... Generator Loss: 0.1629 Epoch 12/25...progress:58.73%....step:2220/3780... Discriminator Loss: 1.5934... Generator Loss: 0.4979 Epoch 12/25...progress:58.99%....step:2230/3780... Discriminator Loss: 1.3581... Generator Loss: 0.7040 Epoch 12/25...progress:59.26%....step:2240/3780... Discriminator Loss: 1.4218... Generator Loss: 0.5372 Epoch 12/25...progress:59.52%....step:2250/3780... Discriminator Loss: 1.3762... Generator Loss: 0.5964 Epoch 12/25...progress:59.79%....step:2260/3780... Discriminator Loss: 1.7228... Generator Loss: 0.3731 Epoch 12/25...progress:60.05%....step:2270/3780... Discriminator Loss: 2.1823... Generator Loss: 0.2282 Epoch 12/25...progress:60.32%....step:2280/3780... Discriminator Loss: 2.0984... Generator Loss: 0.2649 Epoch 12/25...progress:60.58%....step:2290/3780... Discriminator Loss: 1.1834... Generator Loss: 0.7889 Epoch 12/25...progress:60.85%....step:2300/3780... Discriminator Loss: 1.4086... Generator Loss: 0.5611 Epoch 12/25...progress:61.11%....step:2310/3780... Discriminator Loss: 1.3507... Generator Loss: 0.6004 Epoch 12/25...progress:61.38%....step:2320/3780... Discriminator Loss: 1.0491... Generator Loss: 0.8817 Epoch 12/25...progress:61.64%....step:2330/3780... Discriminator Loss: 1.6598... Generator Loss: 1.1225 Epoch 12/25...progress:61.90%....step:2340/3780... Discriminator Loss: 1.8171... Generator Loss: 0.3121 Epoch 12/25...progress:62.17%....step:2350/3780... Discriminator Loss: 1.5255... Generator Loss: 0.6339 Epoch 12/25...progress:62.43%....step:2360/3780... Discriminator Loss: 1.4778... Generator Loss: 0.6358 Epoch 12/25...progress:62.70%....step:2370/3780... Discriminator Loss: 1.3256... Generator Loss: 0.7029 Epoch 12/25...progress:62.96%....step:2380/3780... Discriminator Loss: 1.6108... Generator Loss: 0.4687 Epoch 12/25...progress:63.23%....step:2390/3780... Discriminator Loss: 1.4342... Generator Loss: 0.6570 Epoch 12/25...progress:63.49%....step:2400/3780... Discriminator Loss: 1.5015... Generator Loss: 0.4536
Epoch 12/25...progress:63.76%....step:2410/3780... Discriminator Loss: 1.3257... Generator Loss: 0.5994 Epoch 12/25...progress:64.02%....step:2420/3780... Discriminator Loss: 1.4265... Generator Loss: 0.5332 Epoch 12/25...progress:64.29%....step:2430/3780... Discriminator Loss: 1.5183... Generator Loss: 0.5224 Epoch 12/25...progress:64.55%....step:2440/3780... Discriminator Loss: 1.7493... Generator Loss: 0.3655 Epoch 12/25...progress:64.81%....step:2450/3780... Discriminator Loss: 1.2195... Generator Loss: 0.6772 Epoch 12/25...progress:65.08%....step:2460/3780... Discriminator Loss: 1.3178... Generator Loss: 0.6329 Epoch 12/25...progress:65.34%....step:2470/3780... Discriminator Loss: 1.8587... Generator Loss: 0.3282 Epoch 12/25...progress:65.61%....step:2480/3780... Discriminator Loss: 1.0832... Generator Loss: 0.7535 Epoch 12/25...progress:65.87%....step:2490/3780... Discriminator Loss: 0.9817... Generator Loss: 1.0736 Epoch 12/25...progress:66.14%....step:2500/3780... Discriminator Loss: 1.1386... Generator Loss: 0.8370 Epoch 12/25...progress:66.40%....step:2510/3780... Discriminator Loss: 1.3369... Generator Loss: 0.5560 Epoch 12/25...progress:66.67%....step:2520/3780... Discriminator Loss: 1.6274... Generator Loss: 0.3779 Epoch 12/25...progress:66.93%....step:2530/3780... Discriminator Loss: 2.1143... Generator Loss: 0.2221 Epoch 12/25...progress:67.20%....step:2540/3780... Discriminator Loss: 1.1357... Generator Loss: 0.7398 Epoch 12/25...progress:67.46%....step:2550/3780... Discriminator Loss: 2.3110... Generator Loss: 0.1805 Epoch 12/25...progress:67.72%....step:2560/3780... Discriminator Loss: 1.2654... Generator Loss: 0.6485 Epoch 12/25...progress:67.99%....step:2570/3780... Discriminator Loss: 1.6688... Generator Loss: 0.3782 Epoch 12/25...progress:68.25%....step:2580/3780... Discriminator Loss: 1.6801... Generator Loss: 0.4221 Epoch 12/25...progress:68.52%....step:2590/3780... Discriminator Loss: 1.0978... Generator Loss: 1.1473 Epoch 12/25...progress:68.78%....step:2600/3780... Discriminator Loss: 1.4128... Generator Loss: 0.5333
Epoch 12/25...progress:69.05%....step:2610/3780... Discriminator Loss: 2.3311... Generator Loss: 0.1939 Epoch 12/25...progress:69.31%....step:2620/3780... Discriminator Loss: 1.8444... Generator Loss: 0.3224 Epoch 12/25...progress:69.58%....step:2630/3780... Discriminator Loss: 1.9472... Generator Loss: 0.2837 Epoch 12/25...progress:69.84%....step:2640/3780... Discriminator Loss: 1.2237... Generator Loss: 0.6381 Epoch 12/25...progress:70.11%....step:2650/3780... Discriminator Loss: 1.7998... Generator Loss: 0.3074 Epoch 12/25...progress:70.37%....step:2660/3780... Discriminator Loss: 1.9399... Generator Loss: 0.2614 Epoch 12/25...progress:70.63%....step:2670/3780... Discriminator Loss: 2.3544... Generator Loss: 0.2101 Epoch 12/25...progress:70.90%....step:2680/3780... Discriminator Loss: 1.3642... Generator Loss: 0.5628 Epoch 12/25...progress:71.16%....step:2690/3780... Discriminator Loss: 1.5343... Generator Loss: 0.4353 Epoch 12/25...progress:71.43%....step:2700/3780... Discriminator Loss: 1.4662... Generator Loss: 0.5593 Epoch 12/25...progress:71.69%....step:2710/3780... Discriminator Loss: 1.7856... Generator Loss: 0.3172 Epoch 12/25...progress:71.96%....step:2720/3780... Discriminator Loss: 1.8209... Generator Loss: 0.3213 Epoch 12/25...progress:72.22%....step:2730/3780... Discriminator Loss: 1.3849... Generator Loss: 0.7590 Epoch 12/25...progress:72.49%....step:2740/3780... Discriminator Loss: 1.6511... Generator Loss: 0.3929 Epoch 12/25...progress:72.75%....step:2750/3780... Discriminator Loss: 1.4152... Generator Loss: 0.5155 Epoch 12/25...progress:73.02%....step:2760/3780... Discriminator Loss: 1.9389... Generator Loss: 0.2912 Epoch 12/25...progress:73.28%....step:2770/3780... Discriminator Loss: 1.5690... Generator Loss: 0.4206 Epoch 12/25...progress:73.54%....step:2780/3780... Discriminator Loss: 1.2600... Generator Loss: 0.6346 Epoch 12/25...progress:73.81%....step:2790/3780... Discriminator Loss: 1.4424... Generator Loss: 0.8149 Epoch 12/25...progress:74.07%....step:2800/3780... Discriminator Loss: 1.3965... Generator Loss: 0.5675
Epoch 12/25...progress:74.34%....step:2810/3780... Discriminator Loss: 1.3177... Generator Loss: 0.5679 Epoch 12/25...progress:74.60%....step:2820/3780... Discriminator Loss: 1.3252... Generator Loss: 0.5786 Epoch 12/25...progress:74.87%....step:2830/3780... Discriminator Loss: 1.1505... Generator Loss: 0.7096 Epoch 12/25...progress:75.13%....step:2840/3780... Discriminator Loss: 1.2983... Generator Loss: 0.6205 Epoch 12/25...progress:75.40%....step:2850/3780... Discriminator Loss: 1.5965... Generator Loss: 0.4396 Epoch 12/25...progress:75.66%....step:2860/3780... Discriminator Loss: 1.9412... Generator Loss: 0.3231 Epoch 12/25...progress:75.93%....step:2870/3780... Discriminator Loss: 1.6192... Generator Loss: 0.3755 Epoch 12/25...progress:76.19%....step:2880/3780... Discriminator Loss: 1.6881... Generator Loss: 0.3875 Epoch 12/25...progress:76.46%....step:2890/3780... Discriminator Loss: 1.4554... Generator Loss: 0.5529 Epoch 12/25...progress:76.72%....step:2900/3780... Discriminator Loss: 1.8443... Generator Loss: 0.3192 Epoch 12/25...progress:76.98%....step:2910/3780... Discriminator Loss: 1.6395... Generator Loss: 0.3988 Epoch 12/25...progress:77.25%....step:2920/3780... Discriminator Loss: 1.5461... Generator Loss: 0.8403 Epoch 12/25...progress:77.51%....step:2930/3780... Discriminator Loss: 1.8281... Generator Loss: 0.3255 Epoch 12/25...progress:77.78%....step:2940/3780... Discriminator Loss: 1.2179... Generator Loss: 0.8343 Epoch 12/25...progress:78.04%....step:2950/3780... Discriminator Loss: 1.9465... Generator Loss: 0.2866 Epoch 12/25...progress:78.31%....step:2960/3780... Discriminator Loss: 1.5108... Generator Loss: 0.5018 Epoch 12/25...progress:78.57%....step:2970/3780... Discriminator Loss: 1.3179... Generator Loss: 0.6942 Epoch 12/25...progress:78.84%....step:2980/3780... Discriminator Loss: 1.4696... Generator Loss: 0.4916 Epoch 12/25...progress:79.10%....step:2990/3780... Discriminator Loss: 2.0458... Generator Loss: 0.2397 Epoch 12/25...progress:79.37%....step:3000/3780... Discriminator Loss: 1.5397... Generator Loss: 0.4935
Epoch 12/25...progress:79.63%....step:3010/3780... Discriminator Loss: 1.1115... Generator Loss: 0.8787 Epoch 12/25...progress:79.89%....step:3020/3780... Discriminator Loss: 1.0203... Generator Loss: 0.9232 Epoch 12/25...progress:80.16%....step:3030/3780... Discriminator Loss: 1.7193... Generator Loss: 0.3595 Epoch 12/25...progress:80.42%....step:3040/3780... Discriminator Loss: 2.1429... Generator Loss: 0.2363 Epoch 12/25...progress:80.69%....step:3050/3780... Discriminator Loss: 1.4546... Generator Loss: 0.5047 Epoch 12/25...progress:80.95%....step:3060/3780... Discriminator Loss: 1.8778... Generator Loss: 0.2928 Epoch 12/25...progress:81.22%....step:3070/3780... Discriminator Loss: 1.4582... Generator Loss: 0.5053 Epoch 12/25...progress:81.48%....step:3080/3780... Discriminator Loss: 2.0961... Generator Loss: 0.2282 Epoch 12/25...progress:81.75%....step:3090/3780... Discriminator Loss: 1.3867... Generator Loss: 0.6028 Epoch 12/25...progress:82.01%....step:3100/3780... Discriminator Loss: 1.0854... Generator Loss: 1.5017 Epoch 12/25...progress:82.28%....step:3110/3780... Discriminator Loss: 1.2636... Generator Loss: 0.6661 Epoch 12/25...progress:82.54%....step:3120/3780... Discriminator Loss: 1.9731... Generator Loss: 0.2838 Epoch 12/25...progress:82.80%....step:3130/3780... Discriminator Loss: 1.5700... Generator Loss: 0.4583 Epoch 12/25...progress:83.07%....step:3140/3780... Discriminator Loss: 1.4400... Generator Loss: 0.6857 Epoch 12/25...progress:83.33%....step:3150/3780... Discriminator Loss: 1.1489... Generator Loss: 1.2295 Epoch 12/25...progress:83.60%....step:3160/3780... Discriminator Loss: 1.7686... Generator Loss: 0.3446 Epoch 12/25...progress:83.86%....step:3170/3780... Discriminator Loss: 1.8928... Generator Loss: 0.2866 Epoch 12/25...progress:84.13%....step:3180/3780... Discriminator Loss: 1.4376... Generator Loss: 0.5258 Epoch 12/25...progress:84.39%....step:3190/3780... Discriminator Loss: 1.0852... Generator Loss: 1.2318 Epoch 12/25...progress:84.66%....step:3200/3780... Discriminator Loss: 1.7965... Generator Loss: 0.4200
Epoch 12/25...progress:84.92%....step:3210/3780... Discriminator Loss: 1.9953... Generator Loss: 0.2724 Epoch 12/25...progress:85.19%....step:3220/3780... Discriminator Loss: 1.6026... Generator Loss: 0.4667 Epoch 12/25...progress:85.45%....step:3230/3780... Discriminator Loss: 2.2651... Generator Loss: 0.2063 Epoch 12/25...progress:85.71%....step:3240/3780... Discriminator Loss: 2.1751... Generator Loss: 0.2177 Epoch 12/25...progress:85.98%....step:3250/3780... Discriminator Loss: 1.4743... Generator Loss: 0.7493 Epoch 12/25...progress:86.24%....step:3260/3780... Discriminator Loss: 2.4274... Generator Loss: 0.1776 Epoch 12/25...progress:86.51%....step:3270/3780... Discriminator Loss: 1.1918... Generator Loss: 0.6804 Epoch 12/25...progress:86.77%....step:3280/3780... Discriminator Loss: 1.1419... Generator Loss: 0.8044 Epoch 12/25...progress:87.04%....step:3290/3780... Discriminator Loss: 1.5863... Generator Loss: 0.4497 Epoch 12/25...progress:87.30%....step:3300/3780... Discriminator Loss: 1.2561... Generator Loss: 1.0394 Epoch 12/25...progress:87.57%....step:3310/3780... Discriminator Loss: 1.3667... Generator Loss: 0.7860 Epoch 12/25...progress:87.83%....step:3320/3780... Discriminator Loss: 1.4726... Generator Loss: 0.4888 Epoch 12/25...progress:88.10%....step:3330/3780... Discriminator Loss: 1.5566... Generator Loss: 0.4837 Epoch 12/25...progress:88.36%....step:3340/3780... Discriminator Loss: 1.2566... Generator Loss: 0.6314 Epoch 12/25...progress:88.62%....step:3350/3780... Discriminator Loss: 2.0862... Generator Loss: 0.2269 Epoch 12/25...progress:88.89%....step:3360/3780... Discriminator Loss: 1.4125... Generator Loss: 0.6435 Epoch 12/25...progress:89.15%....step:3370/3780... Discriminator Loss: 1.4053... Generator Loss: 1.1770 Epoch 12/25...progress:89.42%....step:3380/3780... Discriminator Loss: 1.2610... Generator Loss: 0.6093 Epoch 12/25...progress:89.68%....step:3390/3780... Discriminator Loss: 1.2943... Generator Loss: 0.6237 Epoch 12/25...progress:89.95%....step:3400/3780... Discriminator Loss: 1.7295... Generator Loss: 0.3569
Epoch 12/25...progress:90.21%....step:3410/3780... Discriminator Loss: 1.3424... Generator Loss: 0.6567 Epoch 12/25...progress:90.48%....step:3420/3780... Discriminator Loss: 1.4776... Generator Loss: 0.5187 Epoch 12/25...progress:90.74%....step:3430/3780... Discriminator Loss: 1.5890... Generator Loss: 0.3843 Epoch 12/25...progress:91.01%....step:3440/3780... Discriminator Loss: 1.7206... Generator Loss: 1.3289 Epoch 12/25...progress:91.27%....step:3450/3780... Discriminator Loss: 1.8092... Generator Loss: 0.3574 Epoch 12/25...progress:91.53%....step:3460/3780... Discriminator Loss: 1.7917... Generator Loss: 0.3220 Epoch 12/25...progress:91.80%....step:3470/3780... Discriminator Loss: 1.9206... Generator Loss: 0.2867 Epoch 12/25...progress:92.06%....step:3480/3780... Discriminator Loss: 2.1477... Generator Loss: 0.2310 Epoch 12/25...progress:92.33%....step:3490/3780... Discriminator Loss: 2.0281... Generator Loss: 0.2530 Epoch 12/25...progress:92.59%....step:3500/3780... Discriminator Loss: 1.2790... Generator Loss: 1.4362 Epoch 12/25...progress:92.86%....step:3510/3780... Discriminator Loss: 1.4444... Generator Loss: 0.4646 Epoch 12/25...progress:93.12%....step:3520/3780... Discriminator Loss: 1.5717... Generator Loss: 0.4383 Epoch 12/25...progress:93.39%....step:3530/3780... Discriminator Loss: 1.0826... Generator Loss: 1.1900 Epoch 12/25...progress:93.65%....step:3540/3780... Discriminator Loss: 1.1088... Generator Loss: 1.0400 Epoch 12/25...progress:93.92%....step:3550/3780... Discriminator Loss: 1.2445... Generator Loss: 0.7805 Epoch 12/25...progress:94.18%....step:3560/3780... Discriminator Loss: 1.1938... Generator Loss: 0.9068 Epoch 12/25...progress:94.44%....step:3570/3780... Discriminator Loss: 1.5665... Generator Loss: 0.4222 Epoch 12/25...progress:94.71%....step:3580/3780... Discriminator Loss: 1.5221... Generator Loss: 0.4751 Epoch 12/25...progress:94.97%....step:3590/3780... Discriminator Loss: 1.6413... Generator Loss: 0.4060 Epoch 12/25...progress:95.24%....step:3600/3780... Discriminator Loss: 1.8924... Generator Loss: 0.2868
Epoch 12/25...progress:95.50%....step:3610/3780... Discriminator Loss: 1.2404... Generator Loss: 1.4275 Epoch 12/25...progress:95.77%....step:3620/3780... Discriminator Loss: 1.5460... Generator Loss: 0.4474 Epoch 12/25...progress:96.03%....step:3630/3780... Discriminator Loss: 1.9280... Generator Loss: 0.2842 Epoch 12/25...progress:96.30%....step:3640/3780... Discriminator Loss: 2.0095... Generator Loss: 0.2608 Epoch 12/25...progress:96.56%....step:3650/3780... Discriminator Loss: 0.9693... Generator Loss: 0.9901 Epoch 12/25...progress:96.83%....step:3660/3780... Discriminator Loss: 1.7572... Generator Loss: 0.3715 Epoch 12/25...progress:97.09%....step:3670/3780... Discriminator Loss: 1.6001... Generator Loss: 0.5136 Epoch 12/25...progress:97.35%....step:3680/3780... Discriminator Loss: 2.0086... Generator Loss: 0.2723 Epoch 12/25...progress:97.62%....step:3690/3780... Discriminator Loss: 2.0608... Generator Loss: 0.2421 Epoch 12/25...progress:97.88%....step:3700/3780... Discriminator Loss: 2.2330... Generator Loss: 0.2083 Epoch 12/25...progress:98.15%....step:3710/3780... Discriminator Loss: 1.5478... Generator Loss: 0.4527 Epoch 12/25...progress:98.41%....step:3720/3780... Discriminator Loss: 1.8720... Generator Loss: 0.3057 Epoch 12/25...progress:98.68%....step:3730/3780... Discriminator Loss: 1.3453... Generator Loss: 0.6098 Epoch 12/25...progress:98.94%....step:3740/3780... Discriminator Loss: 1.0589... Generator Loss: 0.9066 Epoch 12/25...progress:99.21%....step:3750/3780... Discriminator Loss: 1.0386... Generator Loss: 0.8218 Epoch 12/25...progress:99.47%....step:3760/3780... Discriminator Loss: 1.9848... Generator Loss: 0.2507 Epoch 12/25...progress:99.74%....step:3770/3780... Discriminator Loss: 1.3723... Generator Loss: 0.5884 STARTING epoch: 12 , steps: 3780 ........ Epoch 13/25...progress:0.00%....step:0/3780... Discriminator Loss: 1.9551... Generator Loss: 0.2819
Epoch 13/25...progress:0.26%....step:10/3780... Discriminator Loss: 1.4569... Generator Loss: 0.4925 Epoch 13/25...progress:0.53%....step:20/3780... Discriminator Loss: 1.9553... Generator Loss: 0.2950 Epoch 13/25...progress:0.79%....step:30/3780... Discriminator Loss: 1.3125... Generator Loss: 0.5949 Epoch 13/25...progress:1.06%....step:40/3780... Discriminator Loss: 1.9906... Generator Loss: 0.2531 Epoch 13/25...progress:1.32%....step:50/3780... Discriminator Loss: 1.4318... Generator Loss: 0.9234 Epoch 13/25...progress:1.59%....step:60/3780... Discriminator Loss: 1.6466... Generator Loss: 0.4125 Epoch 13/25...progress:1.85%....step:70/3780... Discriminator Loss: 1.4734... Generator Loss: 0.5678 Epoch 13/25...progress:2.12%....step:80/3780... Discriminator Loss: 1.2668... Generator Loss: 0.6203 Epoch 13/25...progress:2.38%....step:90/3780... Discriminator Loss: 1.6060... Generator Loss: 0.3914 Epoch 13/25...progress:2.65%....step:100/3780... Discriminator Loss: 1.2324... Generator Loss: 0.6986 Epoch 13/25...progress:2.91%....step:110/3780... Discriminator Loss: 0.8946... Generator Loss: 1.0575 Epoch 13/25...progress:3.17%....step:120/3780... Discriminator Loss: 1.8462... Generator Loss: 0.3172 Epoch 13/25...progress:3.44%....step:130/3780... Discriminator Loss: 2.4229... Generator Loss: 0.1852 Epoch 13/25...progress:3.70%....step:140/3780... Discriminator Loss: 1.2983... Generator Loss: 0.7326 Epoch 13/25...progress:3.97%....step:150/3780... Discriminator Loss: 1.4480... Generator Loss: 0.5128 Epoch 13/25...progress:4.23%....step:160/3780... Discriminator Loss: 1.5680... Generator Loss: 0.4509 Epoch 13/25...progress:4.50%....step:170/3780... Discriminator Loss: 2.6592... Generator Loss: 0.1378 Epoch 13/25...progress:4.76%....step:180/3780... Discriminator Loss: 1.7299... Generator Loss: 0.3634 Epoch 13/25...progress:5.03%....step:190/3780... Discriminator Loss: 0.8309... Generator Loss: 1.3955 Epoch 13/25...progress:5.29%....step:200/3780... Discriminator Loss: 1.8258... Generator Loss: 0.3042
Epoch 13/25...progress:5.56%....step:210/3780... Discriminator Loss: 1.4659... Generator Loss: 0.7127 Epoch 13/25...progress:5.82%....step:220/3780... Discriminator Loss: 1.4439... Generator Loss: 0.5850 Epoch 13/25...progress:6.08%....step:230/3780... Discriminator Loss: 2.6166... Generator Loss: 0.1594 Epoch 13/25...progress:6.35%....step:240/3780... Discriminator Loss: 2.2979... Generator Loss: 0.2103 Epoch 13/25...progress:6.61%....step:250/3780... Discriminator Loss: 1.1188... Generator Loss: 0.8196 Epoch 13/25...progress:6.88%....step:260/3780... Discriminator Loss: 1.4174... Generator Loss: 0.7657 Epoch 13/25...progress:7.14%....step:270/3780... Discriminator Loss: 2.2954... Generator Loss: 0.1927 Epoch 13/25...progress:7.41%....step:280/3780... Discriminator Loss: 1.7059... Generator Loss: 0.4025 Epoch 13/25...progress:7.67%....step:290/3780... Discriminator Loss: 1.1829... Generator Loss: 0.7317 Epoch 13/25...progress:7.94%....step:300/3780... Discriminator Loss: 2.2253... Generator Loss: 0.1965 Epoch 13/25...progress:8.20%....step:310/3780... Discriminator Loss: 1.7270... Generator Loss: 0.3303 Epoch 13/25...progress:8.47%....step:320/3780... Discriminator Loss: 1.1341... Generator Loss: 0.7951 Epoch 13/25...progress:8.73%....step:330/3780... Discriminator Loss: 1.9917... Generator Loss: 0.2507 Epoch 13/25...progress:8.99%....step:340/3780... Discriminator Loss: 2.2900... Generator Loss: 0.2405 Epoch 13/25...progress:9.26%....step:350/3780... Discriminator Loss: 1.0937... Generator Loss: 0.8081 Epoch 13/25...progress:9.52%....step:360/3780... Discriminator Loss: 2.1706... Generator Loss: 0.2703 Epoch 13/25...progress:9.79%....step:370/3780... Discriminator Loss: 1.3699... Generator Loss: 0.5981 Epoch 13/25...progress:10.05%....step:380/3780... Discriminator Loss: 0.9089... Generator Loss: 1.0445 Epoch 13/25...progress:10.32%....step:390/3780... Discriminator Loss: 2.6822... Generator Loss: 0.1260 Epoch 13/25...progress:10.58%....step:400/3780... Discriminator Loss: 1.2941... Generator Loss: 0.7082
Epoch 13/25...progress:10.85%....step:410/3780... Discriminator Loss: 1.4326... Generator Loss: 0.5282 Epoch 13/25...progress:11.11%....step:420/3780... Discriminator Loss: 0.9642... Generator Loss: 0.9996 Epoch 13/25...progress:11.38%....step:430/3780... Discriminator Loss: 1.5232... Generator Loss: 0.4273 Epoch 13/25...progress:11.64%....step:440/3780... Discriminator Loss: 1.6494... Generator Loss: 2.2620 Epoch 13/25...progress:11.90%....step:450/3780... Discriminator Loss: 1.5891... Generator Loss: 0.4407 Epoch 13/25...progress:12.17%....step:460/3780... Discriminator Loss: 1.3899... Generator Loss: 1.2792 Epoch 13/25...progress:12.43%....step:470/3780... Discriminator Loss: 2.5161... Generator Loss: 0.1502 Epoch 13/25...progress:12.70%....step:480/3780... Discriminator Loss: 1.0817... Generator Loss: 0.8908 Epoch 13/25...progress:12.96%....step:490/3780... Discriminator Loss: 2.1116... Generator Loss: 0.2496 Epoch 13/25...progress:13.23%....step:500/3780... Discriminator Loss: 2.0894... Generator Loss: 0.2442 Epoch 13/25...progress:13.49%....step:510/3780... Discriminator Loss: 1.4858... Generator Loss: 0.4683 Epoch 13/25...progress:13.76%....step:520/3780... Discriminator Loss: 1.4432... Generator Loss: 0.5837 Epoch 13/25...progress:14.02%....step:530/3780... Discriminator Loss: 1.5635... Generator Loss: 0.4795 Epoch 13/25...progress:14.29%....step:540/3780... Discriminator Loss: 1.7107... Generator Loss: 0.3564 Epoch 13/25...progress:14.55%....step:550/3780... Discriminator Loss: 1.5933... Generator Loss: 0.5245 Epoch 13/25...progress:14.81%....step:560/3780... Discriminator Loss: 1.6421... Generator Loss: 0.3929 Epoch 13/25...progress:15.08%....step:570/3780... Discriminator Loss: 1.6905... Generator Loss: 0.4271 Epoch 13/25...progress:15.34%....step:580/3780... Discriminator Loss: 1.4897... Generator Loss: 0.5171 Epoch 13/25...progress:15.61%....step:590/3780... Discriminator Loss: 1.8817... Generator Loss: 0.2828 Epoch 13/25...progress:15.87%....step:600/3780... Discriminator Loss: 1.0621... Generator Loss: 1.5022
Epoch 13/25...progress:16.14%....step:610/3780... Discriminator Loss: 1.4984... Generator Loss: 1.2372 Epoch 13/25...progress:16.40%....step:620/3780... Discriminator Loss: 2.0430... Generator Loss: 0.2598 Epoch 13/25...progress:16.67%....step:630/3780... Discriminator Loss: 1.2220... Generator Loss: 0.6894 Epoch 13/25...progress:16.93%....step:640/3780... Discriminator Loss: 1.5195... Generator Loss: 0.5057 Epoch 13/25...progress:17.20%....step:650/3780... Discriminator Loss: 1.8538... Generator Loss: 0.3277 Epoch 13/25...progress:17.46%....step:660/3780... Discriminator Loss: 1.8171... Generator Loss: 0.3021 Epoch 13/25...progress:17.72%....step:670/3780... Discriminator Loss: 1.6333... Generator Loss: 0.3956 Epoch 13/25...progress:17.99%....step:680/3780... Discriminator Loss: 2.5067... Generator Loss: 0.1439 Epoch 13/25...progress:18.25%....step:690/3780... Discriminator Loss: 2.0348... Generator Loss: 0.2520 Epoch 13/25...progress:18.52%....step:700/3780... Discriminator Loss: 1.2843... Generator Loss: 0.6495 Epoch 13/25...progress:18.78%....step:710/3780... Discriminator Loss: 1.9888... Generator Loss: 0.2908 Epoch 13/25...progress:19.05%....step:720/3780... Discriminator Loss: 1.3389... Generator Loss: 0.8131 Epoch 13/25...progress:19.31%....step:730/3780... Discriminator Loss: 1.3837... Generator Loss: 0.5797 Epoch 13/25...progress:19.58%....step:740/3780... Discriminator Loss: 1.8095... Generator Loss: 0.3216 Epoch 13/25...progress:19.84%....step:750/3780... Discriminator Loss: 1.9509... Generator Loss: 0.2765 Epoch 13/25...progress:20.11%....step:760/3780... Discriminator Loss: 1.5341... Generator Loss: 0.4196 Epoch 13/25...progress:20.37%....step:770/3780... Discriminator Loss: 2.2224... Generator Loss: 0.2010 Epoch 13/25...progress:20.63%....step:780/3780... Discriminator Loss: 1.4330... Generator Loss: 0.5390 Epoch 13/25...progress:20.90%....step:790/3780... Discriminator Loss: 1.2543... Generator Loss: 0.7198 Epoch 13/25...progress:21.16%....step:800/3780... Discriminator Loss: 1.1164... Generator Loss: 0.7871
Epoch 13/25...progress:21.43%....step:810/3780... Discriminator Loss: 1.8033... Generator Loss: 0.3174 Epoch 13/25...progress:21.69%....step:820/3780... Discriminator Loss: 1.8848... Generator Loss: 0.3196 Epoch 13/25...progress:21.96%....step:830/3780... Discriminator Loss: 1.0884... Generator Loss: 1.1391 Epoch 13/25...progress:22.22%....step:840/3780... Discriminator Loss: 1.7136... Generator Loss: 0.4069 Epoch 13/25...progress:22.49%....step:850/3780... Discriminator Loss: 2.1332... Generator Loss: 0.2368 Epoch 13/25...progress:22.75%....step:860/3780... Discriminator Loss: 1.7528... Generator Loss: 0.3446 Epoch 13/25...progress:23.02%....step:870/3780... Discriminator Loss: 1.2080... Generator Loss: 0.6677 Epoch 13/25...progress:23.28%....step:880/3780... Discriminator Loss: 1.4125... Generator Loss: 0.6928 Epoch 13/25...progress:23.54%....step:890/3780... Discriminator Loss: 2.3377... Generator Loss: 0.1821 Epoch 13/25...progress:23.81%....step:900/3780... Discriminator Loss: 1.3925... Generator Loss: 0.6808 Epoch 13/25...progress:24.07%....step:910/3780... Discriminator Loss: 1.5383... Generator Loss: 0.5150 Epoch 13/25...progress:24.34%....step:920/3780... Discriminator Loss: 1.0707... Generator Loss: 0.7827 Epoch 13/25...progress:24.60%....step:930/3780... Discriminator Loss: 2.3750... Generator Loss: 0.1916 Epoch 13/25...progress:24.87%....step:940/3780... Discriminator Loss: 1.6825... Generator Loss: 0.3848 Epoch 13/25...progress:25.13%....step:950/3780... Discriminator Loss: 2.5970... Generator Loss: 0.1473 Epoch 13/25...progress:25.40%....step:960/3780... Discriminator Loss: 1.3643... Generator Loss: 0.5554 Epoch 13/25...progress:25.66%....step:970/3780... Discriminator Loss: 1.3844... Generator Loss: 0.5473 Epoch 13/25...progress:25.93%....step:980/3780... Discriminator Loss: 1.9184... Generator Loss: 0.3044 Epoch 13/25...progress:26.19%....step:990/3780... Discriminator Loss: 1.3339... Generator Loss: 0.6735 Epoch 13/25...progress:26.46%....step:1000/3780... Discriminator Loss: 1.4936... Generator Loss: 0.4824
Epoch 13/25...progress:26.72%....step:1010/3780... Discriminator Loss: 2.5261... Generator Loss: 0.1489 Epoch 13/25...progress:26.98%....step:1020/3780... Discriminator Loss: 1.7498... Generator Loss: 0.3238 Epoch 13/25...progress:27.25%....step:1030/3780... Discriminator Loss: 1.9694... Generator Loss: 0.2742 Epoch 13/25...progress:27.51%....step:1040/3780... Discriminator Loss: 1.7024... Generator Loss: 0.4620 Epoch 13/25...progress:27.78%....step:1050/3780... Discriminator Loss: 1.9010... Generator Loss: 0.2744 Epoch 13/25...progress:28.04%....step:1060/3780... Discriminator Loss: 0.7446... Generator Loss: 1.5290 Epoch 13/25...progress:28.31%....step:1070/3780... Discriminator Loss: 1.0322... Generator Loss: 0.9016 Epoch 13/25...progress:28.57%....step:1080/3780... Discriminator Loss: 1.3414... Generator Loss: 0.7327 Epoch 13/25...progress:28.84%....step:1090/3780... Discriminator Loss: 1.3048... Generator Loss: 0.9085 Epoch 13/25...progress:29.10%....step:1100/3780... Discriminator Loss: 1.2882... Generator Loss: 0.7608 Epoch 13/25...progress:29.37%....step:1110/3780... Discriminator Loss: 1.7748... Generator Loss: 0.3874 Epoch 13/25...progress:29.63%....step:1120/3780... Discriminator Loss: 1.8066... Generator Loss: 0.3305 Epoch 13/25...progress:29.89%....step:1130/3780... Discriminator Loss: 2.1060... Generator Loss: 0.2356 Epoch 13/25...progress:30.16%....step:1140/3780... Discriminator Loss: 1.4373... Generator Loss: 0.5172 Epoch 13/25...progress:30.42%....step:1150/3780... Discriminator Loss: 0.9310... Generator Loss: 1.4092 Epoch 13/25...progress:30.69%....step:1160/3780... Discriminator Loss: 1.6768... Generator Loss: 0.3675 Epoch 13/25...progress:30.95%....step:1170/3780... Discriminator Loss: 1.2207... Generator Loss: 0.9394 Epoch 13/25...progress:31.22%....step:1180/3780... Discriminator Loss: 1.2535... Generator Loss: 0.7288 Epoch 13/25...progress:31.48%....step:1190/3780... Discriminator Loss: 1.6620... Generator Loss: 0.3922 Epoch 13/25...progress:31.75%....step:1200/3780... Discriminator Loss: 1.9789... Generator Loss: 0.2776
Epoch 13/25...progress:32.01%....step:1210/3780... Discriminator Loss: 1.2958... Generator Loss: 0.5899 Epoch 13/25...progress:32.28%....step:1220/3780... Discriminator Loss: 1.5723... Generator Loss: 0.4173 Epoch 13/25...progress:32.54%....step:1230/3780... Discriminator Loss: 1.2478... Generator Loss: 0.6155 Epoch 13/25...progress:32.80%....step:1240/3780... Discriminator Loss: 1.4895... Generator Loss: 0.5063 Epoch 13/25...progress:33.07%....step:1250/3780... Discriminator Loss: 1.6662... Generator Loss: 0.4089 Epoch 13/25...progress:33.33%....step:1260/3780... Discriminator Loss: 1.4786... Generator Loss: 0.5121 Epoch 13/25...progress:33.60%....step:1270/3780... Discriminator Loss: 1.5733... Generator Loss: 0.5712 Epoch 13/25...progress:33.86%....step:1280/3780... Discriminator Loss: 0.9993... Generator Loss: 0.9681 Epoch 13/25...progress:34.13%....step:1290/3780... Discriminator Loss: 2.1839... Generator Loss: 0.2397 Epoch 13/25...progress:34.39%....step:1300/3780... Discriminator Loss: 2.3059... Generator Loss: 0.2088 Epoch 13/25...progress:34.66%....step:1310/3780... Discriminator Loss: 1.4113... Generator Loss: 0.6108 Epoch 13/25...progress:34.92%....step:1320/3780... Discriminator Loss: 1.2409... Generator Loss: 0.6748 Epoch 13/25...progress:35.19%....step:1330/3780... Discriminator Loss: 1.5688... Generator Loss: 0.4530 Epoch 13/25...progress:35.45%....step:1340/3780... Discriminator Loss: 1.3650... Generator Loss: 0.6499 Epoch 13/25...progress:35.71%....step:1350/3780... Discriminator Loss: 1.9394... Generator Loss: 0.2917 Epoch 13/25...progress:35.98%....step:1360/3780... Discriminator Loss: 1.6456... Generator Loss: 0.4185 Epoch 13/25...progress:36.24%....step:1370/3780... Discriminator Loss: 1.6091... Generator Loss: 0.3805 Epoch 13/25...progress:36.51%....step:1380/3780... Discriminator Loss: 1.4917... Generator Loss: 0.5258 Epoch 13/25...progress:36.77%....step:1390/3780... Discriminator Loss: 1.2086... Generator Loss: 0.7781 Epoch 13/25...progress:37.04%....step:1400/3780... Discriminator Loss: 1.1104... Generator Loss: 1.7609
Epoch 13/25...progress:37.30%....step:1410/3780... Discriminator Loss: 1.4213... Generator Loss: 0.6035 Epoch 13/25...progress:37.57%....step:1420/3780... Discriminator Loss: 1.7285... Generator Loss: 0.4427 Epoch 13/25...progress:37.83%....step:1430/3780... Discriminator Loss: 1.6866... Generator Loss: 0.3502 Epoch 13/25...progress:38.10%....step:1440/3780... Discriminator Loss: 1.7961... Generator Loss: 0.3575 Epoch 13/25...progress:38.36%....step:1450/3780... Discriminator Loss: 1.6321... Generator Loss: 0.3984 Epoch 13/25...progress:38.62%....step:1460/3780... Discriminator Loss: 1.8097... Generator Loss: 0.3119 Epoch 13/25...progress:38.89%....step:1470/3780... Discriminator Loss: 1.2711... Generator Loss: 1.0956 Epoch 13/25...progress:39.15%....step:1480/3780... Discriminator Loss: 1.8098... Generator Loss: 0.3448 Epoch 13/25...progress:39.42%....step:1490/3780... Discriminator Loss: 1.4179... Generator Loss: 0.6083 Epoch 13/25...progress:39.68%....step:1500/3780... Discriminator Loss: 1.9187... Generator Loss: 0.2861 Epoch 13/25...progress:39.95%....step:1510/3780... Discriminator Loss: 1.1536... Generator Loss: 0.8467 Epoch 13/25...progress:40.21%....step:1520/3780... Discriminator Loss: 1.0218... Generator Loss: 0.9248 Epoch 13/25...progress:40.48%....step:1530/3780... Discriminator Loss: 1.6075... Generator Loss: 0.4861 Epoch 13/25...progress:40.74%....step:1540/3780... Discriminator Loss: 1.2374... Generator Loss: 0.6810 Epoch 13/25...progress:41.01%....step:1550/3780... Discriminator Loss: 1.9224... Generator Loss: 0.2861 Epoch 13/25...progress:41.27%....step:1560/3780... Discriminator Loss: 1.7917... Generator Loss: 0.3243 Epoch 13/25...progress:41.53%....step:1570/3780... Discriminator Loss: 2.3256... Generator Loss: 0.1749 Epoch 13/25...progress:41.80%....step:1580/3780... Discriminator Loss: 1.5129... Generator Loss: 0.5621 Epoch 13/25...progress:42.06%....step:1590/3780... Discriminator Loss: 1.3415... Generator Loss: 0.6943 Epoch 13/25...progress:42.33%....step:1600/3780... Discriminator Loss: 1.2097... Generator Loss: 0.7745
Epoch 13/25...progress:42.59%....step:1610/3780... Discriminator Loss: 1.2215... Generator Loss: 1.2362 Epoch 13/25...progress:42.86%....step:1620/3780... Discriminator Loss: 1.4275... Generator Loss: 0.5093 Epoch 13/25...progress:43.12%....step:1630/3780... Discriminator Loss: 1.1248... Generator Loss: 0.8178 Epoch 13/25...progress:43.39%....step:1640/3780... Discriminator Loss: 1.4463... Generator Loss: 0.4682 Epoch 13/25...progress:43.65%....step:1650/3780... Discriminator Loss: 1.1803... Generator Loss: 0.6732 Epoch 13/25...progress:43.92%....step:1660/3780... Discriminator Loss: 1.5870... Generator Loss: 0.4234 Epoch 13/25...progress:44.18%....step:1670/3780... Discriminator Loss: 1.5074... Generator Loss: 0.4672 Epoch 13/25...progress:44.44%....step:1680/3780... Discriminator Loss: 1.5885... Generator Loss: 0.4018 Epoch 13/25...progress:44.71%....step:1690/3780... Discriminator Loss: 2.0698... Generator Loss: 0.2281 Epoch 13/25...progress:44.97%....step:1700/3780... Discriminator Loss: 1.3497... Generator Loss: 0.6040 Epoch 13/25...progress:45.24%....step:1710/3780... Discriminator Loss: 1.8721... Generator Loss: 0.3011 Epoch 13/25...progress:45.50%....step:1720/3780... Discriminator Loss: 1.1546... Generator Loss: 0.7171 Epoch 13/25...progress:45.77%....step:1730/3780... Discriminator Loss: 1.7894... Generator Loss: 0.3145 Epoch 13/25...progress:46.03%....step:1740/3780... Discriminator Loss: 2.3913... Generator Loss: 0.1890 Epoch 13/25...progress:46.30%....step:1750/3780... Discriminator Loss: 1.9662... Generator Loss: 0.2603 Epoch 13/25...progress:46.56%....step:1760/3780... Discriminator Loss: 1.4447... Generator Loss: 0.5367 Epoch 13/25...progress:46.83%....step:1770/3780... Discriminator Loss: 1.5843... Generator Loss: 1.5452 Epoch 13/25...progress:47.09%....step:1780/3780... Discriminator Loss: 1.5431... Generator Loss: 0.4786 Epoch 13/25...progress:47.35%....step:1790/3780... Discriminator Loss: 1.6581... Generator Loss: 0.4120 Epoch 13/25...progress:47.62%....step:1800/3780... Discriminator Loss: 1.7557... Generator Loss: 0.3504
Epoch 13/25...progress:47.88%....step:1810/3780... Discriminator Loss: 1.8265... Generator Loss: 0.3185 Epoch 13/25...progress:48.15%....step:1820/3780... Discriminator Loss: 1.8110... Generator Loss: 0.3007 Epoch 13/25...progress:48.41%....step:1830/3780... Discriminator Loss: 1.7698... Generator Loss: 0.3699 Epoch 13/25...progress:48.68%....step:1840/3780... Discriminator Loss: 1.2703... Generator Loss: 0.7545 Epoch 13/25...progress:48.94%....step:1850/3780... Discriminator Loss: 1.0556... Generator Loss: 0.8233 Epoch 13/25...progress:49.21%....step:1860/3780... Discriminator Loss: 2.7940... Generator Loss: 0.1142 Epoch 13/25...progress:49.47%....step:1870/3780... Discriminator Loss: 1.2131... Generator Loss: 1.2521 Epoch 13/25...progress:49.74%....step:1880/3780... Discriminator Loss: 2.2482... Generator Loss: 0.2451 Epoch 13/25...progress:50.00%....step:1890/3780... Discriminator Loss: 1.6582... Generator Loss: 0.4413 Epoch 13/25...progress:50.26%....step:1900/3780... Discriminator Loss: 1.5436... Generator Loss: 0.4434 Epoch 13/25...progress:50.53%....step:1910/3780... Discriminator Loss: 1.8253... Generator Loss: 0.3069 Epoch 13/25...progress:50.79%....step:1920/3780... Discriminator Loss: 1.4692... Generator Loss: 0.5388 Epoch 13/25...progress:51.06%....step:1930/3780... Discriminator Loss: 1.5904... Generator Loss: 0.4269 Epoch 13/25...progress:51.32%....step:1940/3780... Discriminator Loss: 1.4979... Generator Loss: 0.4656 Epoch 13/25...progress:51.59%....step:1950/3780... Discriminator Loss: 2.2336... Generator Loss: 0.1984 Epoch 13/25...progress:51.85%....step:1960/3780... Discriminator Loss: 1.8002... Generator Loss: 0.4394 Epoch 13/25...progress:52.12%....step:1970/3780... Discriminator Loss: 0.9952... Generator Loss: 0.9287 Epoch 13/25...progress:52.38%....step:1980/3780... Discriminator Loss: 2.0180... Generator Loss: 0.2656 Epoch 13/25...progress:52.65%....step:1990/3780... Discriminator Loss: 2.3120... Generator Loss: 0.1747 Epoch 13/25...progress:52.91%....step:2000/3780... Discriminator Loss: 1.4382... Generator Loss: 0.5387
Epoch 13/25...progress:53.17%....step:2010/3780... Discriminator Loss: 1.3002... Generator Loss: 0.6498 Epoch 13/25...progress:53.44%....step:2020/3780... Discriminator Loss: 1.4981... Generator Loss: 0.4614 Epoch 13/25...progress:53.70%....step:2030/3780... Discriminator Loss: 1.4091... Generator Loss: 1.6819 Epoch 13/25...progress:53.97%....step:2040/3780... Discriminator Loss: 1.4750... Generator Loss: 0.5135 Epoch 13/25...progress:54.23%....step:2050/3780... Discriminator Loss: 1.3018... Generator Loss: 0.6866 Epoch 13/25...progress:54.50%....step:2060/3780... Discriminator Loss: 1.3891... Generator Loss: 0.5474 Epoch 13/25...progress:54.76%....step:2070/3780... Discriminator Loss: 1.8488... Generator Loss: 0.3218 Epoch 13/25...progress:55.03%....step:2080/3780... Discriminator Loss: 1.5241... Generator Loss: 0.4378 Epoch 13/25...progress:55.29%....step:2090/3780... Discriminator Loss: 1.3544... Generator Loss: 0.9247 Epoch 13/25...progress:55.56%....step:2100/3780... Discriminator Loss: 1.2698... Generator Loss: 0.7725 Epoch 13/25...progress:55.82%....step:2110/3780... Discriminator Loss: 1.4555... Generator Loss: 0.5169 Epoch 13/25...progress:56.08%....step:2120/3780... Discriminator Loss: 2.0415... Generator Loss: 0.2477 Epoch 13/25...progress:56.35%....step:2130/3780... Discriminator Loss: 1.6237... Generator Loss: 0.4028 Epoch 13/25...progress:56.61%....step:2140/3780... Discriminator Loss: 1.6425... Generator Loss: 0.4077 Epoch 13/25...progress:56.88%....step:2150/3780... Discriminator Loss: 1.4034... Generator Loss: 1.4097 Epoch 13/25...progress:57.14%....step:2160/3780... Discriminator Loss: 1.4171... Generator Loss: 0.6323 Epoch 13/25...progress:57.41%....step:2170/3780... Discriminator Loss: 0.8891... Generator Loss: 1.2707 Epoch 13/25...progress:57.67%....step:2180/3780... Discriminator Loss: 1.3594... Generator Loss: 0.6449 Epoch 13/25...progress:57.94%....step:2190/3780... Discriminator Loss: 1.4742... Generator Loss: 0.6192 Epoch 13/25...progress:58.20%....step:2200/3780... Discriminator Loss: 1.7156... Generator Loss: 0.3348
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Epoch 13/25...progress:69.05%....step:2610/3780... Discriminator Loss: 1.8919... Generator Loss: 0.3016 Epoch 13/25...progress:69.31%....step:2620/3780... Discriminator Loss: 1.5510... Generator Loss: 0.4821 Epoch 13/25...progress:69.58%....step:2630/3780... Discriminator Loss: 1.5179... Generator Loss: 0.4689 Epoch 13/25...progress:69.84%....step:2640/3780... Discriminator Loss: 1.3363... Generator Loss: 1.1953 Epoch 13/25...progress:70.11%....step:2650/3780... Discriminator Loss: 2.0937... Generator Loss: 0.2318 Epoch 13/25...progress:70.37%....step:2660/3780... Discriminator Loss: 1.5152... Generator Loss: 0.5085 Epoch 13/25...progress:70.63%....step:2670/3780... Discriminator Loss: 2.0061... Generator Loss: 0.2473 Epoch 13/25...progress:70.90%....step:2680/3780... Discriminator Loss: 1.6447... Generator Loss: 0.4171 Epoch 13/25...progress:71.16%....step:2690/3780... Discriminator Loss: 0.9447... Generator Loss: 0.9374 Epoch 13/25...progress:71.43%....step:2700/3780... Discriminator Loss: 1.8722... Generator Loss: 0.3058 Epoch 13/25...progress:71.69%....step:2710/3780... Discriminator Loss: 1.9784... Generator Loss: 0.2796 Epoch 13/25...progress:71.96%....step:2720/3780... Discriminator Loss: 3.0013... Generator Loss: 0.1078 Epoch 13/25...progress:72.22%....step:2730/3780... Discriminator Loss: 1.5608... Generator Loss: 0.4788 Epoch 13/25...progress:72.49%....step:2740/3780... Discriminator Loss: 2.7091... Generator Loss: 0.1311 Epoch 13/25...progress:72.75%....step:2750/3780... Discriminator Loss: 1.8738... Generator Loss: 0.2845 Epoch 13/25...progress:73.02%....step:2760/3780... Discriminator Loss: 1.1037... Generator Loss: 1.6168 Epoch 13/25...progress:73.28%....step:2770/3780... Discriminator Loss: 1.6663... Generator Loss: 0.4958 Epoch 13/25...progress:73.54%....step:2780/3780... Discriminator Loss: 1.1783... Generator Loss: 0.7610 Epoch 13/25...progress:73.81%....step:2790/3780... Discriminator Loss: 1.2902... Generator Loss: 0.6314 Epoch 13/25...progress:74.07%....step:2800/3780... Discriminator Loss: 1.5031... Generator Loss: 0.7006
Epoch 13/25...progress:74.34%....step:2810/3780... Discriminator Loss: 1.2538... Generator Loss: 0.8754 Epoch 13/25...progress:74.60%....step:2820/3780... Discriminator Loss: 1.8207... Generator Loss: 0.3100 Epoch 13/25...progress:74.87%....step:2830/3780... Discriminator Loss: 1.3685... Generator Loss: 0.8218 Epoch 13/25...progress:75.13%....step:2840/3780... Discriminator Loss: 1.1285... Generator Loss: 0.8188 Epoch 13/25...progress:75.40%....step:2850/3780... Discriminator Loss: 1.8976... Generator Loss: 0.3104 Epoch 13/25...progress:75.66%....step:2860/3780... Discriminator Loss: 1.4164... Generator Loss: 0.5383 Epoch 13/25...progress:75.93%....step:2870/3780... Discriminator Loss: 1.8170... Generator Loss: 0.3477 Epoch 13/25...progress:76.19%....step:2880/3780... Discriminator Loss: 1.3113... Generator Loss: 0.6405 Epoch 13/25...progress:76.46%....step:2890/3780... Discriminator Loss: 2.0042... Generator Loss: 0.2943 Epoch 13/25...progress:76.72%....step:2900/3780... Discriminator Loss: 1.3835... Generator Loss: 0.7829 Epoch 13/25...progress:76.98%....step:2910/3780... Discriminator Loss: 1.7369... Generator Loss: 0.3769 Epoch 13/25...progress:77.25%....step:2920/3780... Discriminator Loss: 1.4318... Generator Loss: 1.2230 Epoch 13/25...progress:77.51%....step:2930/3780... Discriminator Loss: 2.0943... Generator Loss: 0.2367 Epoch 13/25...progress:77.78%....step:2940/3780... Discriminator Loss: 1.5682... Generator Loss: 0.4390 Epoch 13/25...progress:78.04%....step:2950/3780... Discriminator Loss: 1.4804... Generator Loss: 0.4861 Epoch 13/25...progress:78.31%....step:2960/3780... Discriminator Loss: 1.1768... Generator Loss: 1.2193 Epoch 13/25...progress:78.57%....step:2970/3780... Discriminator Loss: 1.7886... Generator Loss: 0.3548 Epoch 13/25...progress:78.84%....step:2980/3780... Discriminator Loss: 2.0774... Generator Loss: 0.2578 Epoch 13/25...progress:79.10%....step:2990/3780... Discriminator Loss: 1.7638... Generator Loss: 0.5317 Epoch 13/25...progress:79.37%....step:3000/3780... Discriminator Loss: 2.6613... Generator Loss: 0.1556
Epoch 13/25...progress:79.63%....step:3010/3780... Discriminator Loss: 1.1449... Generator Loss: 0.6956 Epoch 13/25...progress:79.89%....step:3020/3780... Discriminator Loss: 0.9719... Generator Loss: 0.9756 Epoch 13/25...progress:80.16%....step:3030/3780... Discriminator Loss: 1.3839... Generator Loss: 0.5672 Epoch 13/25...progress:80.42%....step:3040/3780... Discriminator Loss: 1.6205... Generator Loss: 0.4841 Epoch 13/25...progress:80.69%....step:3050/3780... Discriminator Loss: 2.4930... Generator Loss: 0.1609 Epoch 13/25...progress:80.95%....step:3060/3780... Discriminator Loss: 1.4270... Generator Loss: 0.4835 Epoch 13/25...progress:81.22%....step:3070/3780... Discriminator Loss: 1.2063... Generator Loss: 0.7964 Epoch 13/25...progress:81.48%....step:3080/3780... Discriminator Loss: 2.1624... Generator Loss: 0.2619 Epoch 13/25...progress:81.75%....step:3090/3780... Discriminator Loss: 1.5087... Generator Loss: 0.4990 Epoch 13/25...progress:82.01%....step:3100/3780... Discriminator Loss: 1.3367... Generator Loss: 1.4018 Epoch 13/25...progress:82.28%....step:3110/3780... Discriminator Loss: 1.2989... Generator Loss: 1.6127 Epoch 13/25...progress:82.54%....step:3120/3780... Discriminator Loss: 1.7350... Generator Loss: 0.3606 Epoch 13/25...progress:82.80%....step:3130/3780... Discriminator Loss: 1.1259... Generator Loss: 0.7642 Epoch 13/25...progress:83.07%....step:3140/3780... Discriminator Loss: 1.6248... Generator Loss: 0.3884 Epoch 13/25...progress:83.33%....step:3150/3780... Discriminator Loss: 1.0427... Generator Loss: 1.0364 Epoch 13/25...progress:83.60%....step:3160/3780... Discriminator Loss: 1.6994... Generator Loss: 0.3424 Epoch 13/25...progress:83.86%....step:3170/3780... Discriminator Loss: 2.6086... Generator Loss: 0.1529 Epoch 13/25...progress:84.13%....step:3180/3780... Discriminator Loss: 2.0174... Generator Loss: 0.2520 Epoch 13/25...progress:84.39%....step:3190/3780... Discriminator Loss: 0.9613... Generator Loss: 1.0696 Epoch 13/25...progress:84.66%....step:3200/3780... Discriminator Loss: 1.2126... Generator Loss: 0.7230
Epoch 13/25...progress:84.92%....step:3210/3780... Discriminator Loss: 1.6616... Generator Loss: 0.3754 Epoch 13/25...progress:85.19%....step:3220/3780... Discriminator Loss: 2.3055... Generator Loss: 0.2130 Epoch 13/25...progress:85.45%....step:3230/3780... Discriminator Loss: 2.5457... Generator Loss: 0.1585 Epoch 13/25...progress:85.71%....step:3240/3780... Discriminator Loss: 1.8256... Generator Loss: 0.3322 Epoch 13/25...progress:85.98%....step:3250/3780... Discriminator Loss: 1.3219... Generator Loss: 0.7604 Epoch 13/25...progress:86.24%....step:3260/3780... Discriminator Loss: 2.3246... Generator Loss: 0.1812 Epoch 13/25...progress:86.51%....step:3270/3780... Discriminator Loss: 1.2455... Generator Loss: 0.6139 Epoch 13/25...progress:86.77%....step:3280/3780... Discriminator Loss: 1.0127... Generator Loss: 1.3000 Epoch 13/25...progress:87.04%....step:3290/3780... Discriminator Loss: 1.4174... Generator Loss: 0.5828 Epoch 13/25...progress:87.30%....step:3300/3780... Discriminator Loss: 1.2601... Generator Loss: 0.6392 Epoch 13/25...progress:87.57%....step:3310/3780... Discriminator Loss: 1.4610... Generator Loss: 0.4509 Epoch 13/25...progress:87.83%....step:3320/3780... Discriminator Loss: 1.8299... Generator Loss: 0.3650 Epoch 13/25...progress:88.10%....step:3330/3780... Discriminator Loss: 1.1579... Generator Loss: 1.1761 Epoch 13/25...progress:88.36%....step:3340/3780... Discriminator Loss: 0.9593... Generator Loss: 0.9718 Epoch 13/25...progress:88.62%....step:3350/3780... Discriminator Loss: 1.9678... Generator Loss: 0.2762 Epoch 13/25...progress:88.89%....step:3360/3780... Discriminator Loss: 2.0117... Generator Loss: 0.2636 Epoch 13/25...progress:89.15%....step:3370/3780... Discriminator Loss: 1.7689... Generator Loss: 0.3392 Epoch 13/25...progress:89.42%....step:3380/3780... Discriminator Loss: 1.4509... Generator Loss: 0.5006 Epoch 13/25...progress:89.68%....step:3390/3780... Discriminator Loss: 1.2115... Generator Loss: 0.6290 Epoch 13/25...progress:89.95%....step:3400/3780... Discriminator Loss: 1.3910... Generator Loss: 0.5046
Epoch 13/25...progress:90.21%....step:3410/3780... Discriminator Loss: 1.9614... Generator Loss: 0.3019 Epoch 13/25...progress:90.48%....step:3420/3780... Discriminator Loss: 1.8575... Generator Loss: 0.3142 Epoch 13/25...progress:90.74%....step:3430/3780... Discriminator Loss: 1.4933... Generator Loss: 0.4854 Epoch 13/25...progress:91.01%....step:3440/3780... Discriminator Loss: 1.1789... Generator Loss: 0.7241 Epoch 13/25...progress:91.27%....step:3450/3780... Discriminator Loss: 2.0014... Generator Loss: 0.2621 Epoch 13/25...progress:91.53%....step:3460/3780... Discriminator Loss: 1.8141... Generator Loss: 0.3587 Epoch 13/25...progress:91.80%....step:3470/3780... Discriminator Loss: 1.3951... Generator Loss: 1.5589 Epoch 13/25...progress:92.06%....step:3480/3780... Discriminator Loss: 1.8276... Generator Loss: 0.3340 Epoch 13/25...progress:92.33%....step:3490/3780... Discriminator Loss: 2.0323... Generator Loss: 0.2470 Epoch 13/25...progress:92.59%....step:3500/3780... Discriminator Loss: 1.3776... Generator Loss: 0.6413 Epoch 13/25...progress:92.86%....step:3510/3780... Discriminator Loss: 1.7091... Generator Loss: 0.3275 Epoch 13/25...progress:93.12%....step:3520/3780... Discriminator Loss: 1.8422... Generator Loss: 0.3203 Epoch 13/25...progress:93.39%....step:3530/3780... Discriminator Loss: 1.2021... Generator Loss: 0.8851 Epoch 13/25...progress:93.65%....step:3540/3780... Discriminator Loss: 1.0709... Generator Loss: 1.5980 Epoch 13/25...progress:93.92%....step:3550/3780... Discriminator Loss: 1.2966... Generator Loss: 0.5979 Epoch 13/25...progress:94.18%....step:3560/3780... Discriminator Loss: 1.3949... Generator Loss: 0.6039 Epoch 13/25...progress:94.44%....step:3570/3780... Discriminator Loss: 1.5812... Generator Loss: 0.4282 Epoch 13/25...progress:94.71%....step:3580/3780... Discriminator Loss: 1.9429... Generator Loss: 0.2626 Epoch 13/25...progress:94.97%....step:3590/3780... Discriminator Loss: 1.9955... Generator Loss: 0.2650 Epoch 13/25...progress:95.24%....step:3600/3780... Discriminator Loss: 2.3111... Generator Loss: 0.1818
Epoch 13/25...progress:95.50%....step:3610/3780... Discriminator Loss: 1.7414... Generator Loss: 0.4357 Epoch 13/25...progress:95.77%....step:3620/3780... Discriminator Loss: 1.8109... Generator Loss: 0.3128 Epoch 13/25...progress:96.03%....step:3630/3780... Discriminator Loss: 1.7913... Generator Loss: 0.3369 Epoch 13/25...progress:96.30%....step:3640/3780... Discriminator Loss: 1.3905... Generator Loss: 0.5809 Epoch 13/25...progress:96.56%....step:3650/3780... Discriminator Loss: 1.2603... Generator Loss: 0.6909 Epoch 13/25...progress:96.83%....step:3660/3780... Discriminator Loss: 1.4980... Generator Loss: 0.4804 Epoch 13/25...progress:97.09%....step:3670/3780... Discriminator Loss: 1.7859... Generator Loss: 0.3558 Epoch 13/25...progress:97.35%....step:3680/3780... Discriminator Loss: 2.2224... Generator Loss: 0.2170 Epoch 13/25...progress:97.62%....step:3690/3780... Discriminator Loss: 2.1343... Generator Loss: 0.2263 Epoch 13/25...progress:97.88%....step:3700/3780... Discriminator Loss: 1.3675... Generator Loss: 0.6420 Epoch 13/25...progress:98.15%....step:3710/3780... Discriminator Loss: 1.6658... Generator Loss: 0.4232 Epoch 13/25...progress:98.41%....step:3720/3780... Discriminator Loss: 1.3852... Generator Loss: 0.6730 Epoch 13/25...progress:98.68%....step:3730/3780... Discriminator Loss: 0.7557... Generator Loss: 1.3242 Epoch 13/25...progress:98.94%....step:3740/3780... Discriminator Loss: 1.3194... Generator Loss: 0.6570 Epoch 13/25...progress:99.21%....step:3750/3780... Discriminator Loss: 1.2176... Generator Loss: 0.6529 Epoch 13/25...progress:99.47%....step:3760/3780... Discriminator Loss: 1.6697... Generator Loss: 0.3465 Epoch 13/25...progress:99.74%....step:3770/3780... Discriminator Loss: 1.5907... Generator Loss: 0.4730 STARTING epoch: 13 , steps: 3780 ........ Epoch 14/25...progress:0.00%....step:0/3780... Discriminator Loss: 1.8430... Generator Loss: 0.3195
Epoch 14/25...progress:0.26%....step:10/3780... Discriminator Loss: 1.7827... Generator Loss: 0.3139 Epoch 14/25...progress:0.53%....step:20/3780... Discriminator Loss: 1.9936... Generator Loss: 0.3279 Epoch 14/25...progress:0.79%....step:30/3780... Discriminator Loss: 1.9991... Generator Loss: 0.2656 Epoch 14/25...progress:1.06%....step:40/3780... Discriminator Loss: 1.6449... Generator Loss: 0.4460 Epoch 14/25...progress:1.32%....step:50/3780... Discriminator Loss: 1.1610... Generator Loss: 1.8870 Epoch 14/25...progress:1.59%....step:60/3780... Discriminator Loss: 2.2416... Generator Loss: 0.2204 Epoch 14/25...progress:1.85%....step:70/3780... Discriminator Loss: 1.1608... Generator Loss: 0.7254 Epoch 14/25...progress:2.12%....step:80/3780... Discriminator Loss: 1.9359... Generator Loss: 0.2837 Epoch 14/25...progress:2.38%....step:90/3780... Discriminator Loss: 1.3407... Generator Loss: 0.5608 Epoch 14/25...progress:2.65%....step:100/3780... Discriminator Loss: 1.8802... Generator Loss: 0.2988 Epoch 14/25...progress:2.91%....step:110/3780... Discriminator Loss: 1.0862... Generator Loss: 0.8734 Epoch 14/25...progress:3.17%....step:120/3780... Discriminator Loss: 2.3571... Generator Loss: 0.2422 Epoch 14/25...progress:3.44%....step:130/3780... Discriminator Loss: 1.7044... Generator Loss: 0.4083 Epoch 14/25...progress:3.70%....step:140/3780... Discriminator Loss: 1.9051... Generator Loss: 0.2754 Epoch 14/25...progress:3.97%....step:150/3780... Discriminator Loss: 1.9994... Generator Loss: 0.2521 Epoch 14/25...progress:4.23%....step:160/3780... Discriminator Loss: 1.6263... Generator Loss: 0.4090 Epoch 14/25...progress:4.50%....step:170/3780... Discriminator Loss: 1.9607... Generator Loss: 0.2685 Epoch 14/25...progress:4.76%....step:180/3780... Discriminator Loss: 1.4640... Generator Loss: 0.5011 Epoch 14/25...progress:5.03%....step:190/3780... Discriminator Loss: 0.9568... Generator Loss: 1.0928 Epoch 14/25...progress:5.29%....step:200/3780... Discriminator Loss: 1.5169... Generator Loss: 0.4484
Epoch 14/25...progress:5.56%....step:210/3780... Discriminator Loss: 1.4946... Generator Loss: 0.4641 Epoch 14/25...progress:5.82%....step:220/3780... Discriminator Loss: 1.1568... Generator Loss: 0.7292 Epoch 14/25...progress:6.08%....step:230/3780... Discriminator Loss: 1.7531... Generator Loss: 0.3787 Epoch 14/25...progress:6.35%....step:240/3780... Discriminator Loss: 1.6411... Generator Loss: 0.3843 Epoch 14/25...progress:6.61%....step:250/3780... Discriminator Loss: 1.3493... Generator Loss: 0.5398 Epoch 14/25...progress:6.88%....step:260/3780... Discriminator Loss: 1.4360... Generator Loss: 0.6485 Epoch 14/25...progress:7.14%....step:270/3780... Discriminator Loss: 1.2998... Generator Loss: 0.6666 Epoch 14/25...progress:7.41%....step:280/3780... Discriminator Loss: 1.6932... Generator Loss: 0.4231 Epoch 14/25...progress:7.67%....step:290/3780... Discriminator Loss: 1.2337... Generator Loss: 1.1572 Epoch 14/25...progress:7.94%....step:300/3780... Discriminator Loss: 2.0890... Generator Loss: 0.2342 Epoch 14/25...progress:8.20%....step:310/3780... Discriminator Loss: 1.0361... Generator Loss: 0.9771 Epoch 14/25...progress:8.47%....step:320/3780... Discriminator Loss: 1.9400... Generator Loss: 0.3157 Epoch 14/25...progress:8.73%....step:330/3780... Discriminator Loss: 2.2473... Generator Loss: 0.2258 Epoch 14/25...progress:8.99%....step:340/3780... Discriminator Loss: 1.8346... Generator Loss: 0.3308 Epoch 14/25...progress:9.26%....step:350/3780... Discriminator Loss: 1.2190... Generator Loss: 0.9889 Epoch 14/25...progress:9.52%....step:360/3780... Discriminator Loss: 1.5437... Generator Loss: 0.5267 Epoch 14/25...progress:9.79%....step:370/3780... Discriminator Loss: 1.5608... Generator Loss: 0.4187 Epoch 14/25...progress:10.05%....step:380/3780... Discriminator Loss: 1.0820... Generator Loss: 0.9144 Epoch 14/25...progress:10.32%....step:390/3780... Discriminator Loss: 2.5306... Generator Loss: 0.1602 Epoch 14/25...progress:10.58%....step:400/3780... Discriminator Loss: 1.3559... Generator Loss: 0.6178
Epoch 14/25...progress:10.85%....step:410/3780... Discriminator Loss: 1.5507... Generator Loss: 0.4618 Epoch 14/25...progress:11.11%....step:420/3780... Discriminator Loss: 1.2948... Generator Loss: 1.3892 Epoch 14/25...progress:11.38%....step:430/3780... Discriminator Loss: 1.2977... Generator Loss: 0.8263 Epoch 14/25...progress:11.64%....step:440/3780... Discriminator Loss: 1.3463... Generator Loss: 0.7785 Epoch 14/25...progress:11.90%....step:450/3780... Discriminator Loss: 1.7936... Generator Loss: 0.3256 Epoch 14/25...progress:12.17%....step:460/3780... Discriminator Loss: 1.0044... Generator Loss: 1.2737 Epoch 14/25...progress:12.43%....step:470/3780... Discriminator Loss: 1.1930... Generator Loss: 0.7275 Epoch 14/25...progress:12.70%....step:480/3780... Discriminator Loss: 1.7006... Generator Loss: 0.4146 Epoch 14/25...progress:12.96%....step:490/3780... Discriminator Loss: 1.5975... Generator Loss: 0.4798 Epoch 14/25...progress:13.23%....step:500/3780... Discriminator Loss: 1.7169... Generator Loss: 0.3779 Epoch 14/25...progress:13.49%....step:510/3780... Discriminator Loss: 2.0030... Generator Loss: 0.2909 Epoch 14/25...progress:13.76%....step:520/3780... Discriminator Loss: 2.4051... Generator Loss: 0.1644 Epoch 14/25...progress:14.02%....step:530/3780... Discriminator Loss: 1.2991... Generator Loss: 0.6101 Epoch 14/25...progress:14.29%....step:540/3780... Discriminator Loss: 1.3389... Generator Loss: 0.5607 Epoch 14/25...progress:14.55%....step:550/3780... Discriminator Loss: 1.5790... Generator Loss: 0.4478 Epoch 14/25...progress:14.81%....step:560/3780... Discriminator Loss: 1.0767... Generator Loss: 0.7962 Epoch 14/25...progress:15.08%....step:570/3780... Discriminator Loss: 1.1381... Generator Loss: 0.7558 Epoch 14/25...progress:15.34%....step:580/3780... Discriminator Loss: 1.4450... Generator Loss: 0.5426 Epoch 14/25...progress:15.61%....step:590/3780... Discriminator Loss: 2.1249... Generator Loss: 0.2296 Epoch 14/25...progress:15.87%....step:600/3780... Discriminator Loss: 1.4079... Generator Loss: 0.6358
Epoch 14/25...progress:16.14%....step:610/3780... Discriminator Loss: 1.5557... Generator Loss: 0.5183 Epoch 14/25...progress:16.40%....step:620/3780... Discriminator Loss: 1.5042... Generator Loss: 0.4269 Epoch 14/25...progress:16.67%....step:630/3780... Discriminator Loss: 0.9711... Generator Loss: 0.9572 Epoch 14/25...progress:16.93%....step:640/3780... Discriminator Loss: 1.8448... Generator Loss: 0.3414 Epoch 14/25...progress:17.20%....step:650/3780... Discriminator Loss: 1.5519... Generator Loss: 0.4249 Epoch 14/25...progress:17.46%....step:660/3780... Discriminator Loss: 1.5631... Generator Loss: 0.4383 Epoch 14/25...progress:17.72%....step:670/3780... Discriminator Loss: 1.5255... Generator Loss: 0.4677 Epoch 14/25...progress:17.99%....step:680/3780... Discriminator Loss: 2.5980... Generator Loss: 0.1351 Epoch 14/25...progress:18.25%....step:690/3780... Discriminator Loss: 1.7698... Generator Loss: 0.3295 Epoch 14/25...progress:18.52%....step:700/3780... Discriminator Loss: 1.5793... Generator Loss: 0.4567 Epoch 14/25...progress:18.78%....step:710/3780... Discriminator Loss: 1.5310... Generator Loss: 0.4303 Epoch 14/25...progress:19.05%....step:720/3780... Discriminator Loss: 1.5497... Generator Loss: 0.7019 Epoch 14/25...progress:19.31%....step:730/3780... Discriminator Loss: 1.5321... Generator Loss: 0.4610 Epoch 14/25...progress:19.58%....step:740/3780... Discriminator Loss: 1.8720... Generator Loss: 0.3062 Epoch 14/25...progress:19.84%....step:750/3780... Discriminator Loss: 2.4830... Generator Loss: 0.1563 Epoch 14/25...progress:20.11%....step:760/3780... Discriminator Loss: 1.2206... Generator Loss: 1.0948 Epoch 14/25...progress:20.37%....step:770/3780... Discriminator Loss: 1.7933... Generator Loss: 0.3206 Epoch 14/25...progress:20.63%....step:780/3780... Discriminator Loss: 1.5668... Generator Loss: 0.4231 Epoch 14/25...progress:20.90%....step:790/3780... Discriminator Loss: 1.4259... Generator Loss: 0.5446 Epoch 14/25...progress:21.16%....step:800/3780... Discriminator Loss: 1.8108... Generator Loss: 0.3116
Epoch 14/25...progress:21.43%....step:810/3780... Discriminator Loss: 1.6586... Generator Loss: 0.8330 Epoch 14/25...progress:21.69%....step:820/3780... Discriminator Loss: 2.3470... Generator Loss: 0.1859 Epoch 14/25...progress:21.96%....step:830/3780... Discriminator Loss: 0.8007... Generator Loss: 1.7066 Epoch 14/25...progress:22.22%....step:840/3780... Discriminator Loss: 1.4562... Generator Loss: 0.5210 Epoch 14/25...progress:22.49%....step:850/3780... Discriminator Loss: 1.6309... Generator Loss: 0.4064 Epoch 14/25...progress:22.75%....step:860/3780... Discriminator Loss: 1.8535... Generator Loss: 0.3006 Epoch 14/25...progress:23.02%....step:870/3780... Discriminator Loss: 1.4241... Generator Loss: 0.6315 Epoch 14/25...progress:23.28%....step:880/3780... Discriminator Loss: 1.6056... Generator Loss: 0.6268 Epoch 14/25...progress:23.54%....step:890/3780... Discriminator Loss: 1.8505... Generator Loss: 0.3198 Epoch 14/25...progress:23.81%....step:900/3780... Discriminator Loss: 1.4407... Generator Loss: 0.5397 Epoch 14/25...progress:24.07%....step:910/3780... Discriminator Loss: 1.9837... Generator Loss: 0.2887 Epoch 14/25...progress:24.34%....step:920/3780... Discriminator Loss: 0.7454... Generator Loss: 1.3764 Epoch 14/25...progress:24.60%....step:930/3780... Discriminator Loss: 1.6407... Generator Loss: 0.4275 Epoch 14/25...progress:24.87%....step:940/3780... Discriminator Loss: 1.1541... Generator Loss: 0.7238 Epoch 14/25...progress:25.13%....step:950/3780... Discriminator Loss: 2.1287... Generator Loss: 0.2714 Epoch 14/25...progress:25.40%....step:960/3780... Discriminator Loss: 1.5138... Generator Loss: 0.6252 Epoch 14/25...progress:25.66%....step:970/3780... Discriminator Loss: 1.6090... Generator Loss: 0.3924 Epoch 14/25...progress:25.93%....step:980/3780... Discriminator Loss: 1.8138... Generator Loss: 0.3273 Epoch 14/25...progress:26.19%....step:990/3780... Discriminator Loss: 1.4729... Generator Loss: 0.5388 Epoch 14/25...progress:26.46%....step:1000/3780... Discriminator Loss: 1.3132... Generator Loss: 0.7799
Epoch 14/25...progress:26.72%....step:1010/3780... Discriminator Loss: 1.2303... Generator Loss: 0.6275 Epoch 14/25...progress:26.98%....step:1020/3780... Discriminator Loss: 2.4968... Generator Loss: 0.1790 Epoch 14/25...progress:27.25%....step:1030/3780... Discriminator Loss: 1.6477... Generator Loss: 0.3900 Epoch 14/25...progress:27.51%....step:1040/3780... Discriminator Loss: 1.2995... Generator Loss: 0.6062 Epoch 14/25...progress:27.78%....step:1050/3780... Discriminator Loss: 1.7244... Generator Loss: 0.3285 Epoch 14/25...progress:28.04%....step:1060/3780... Discriminator Loss: 1.0832... Generator Loss: 0.8706 Epoch 14/25...progress:28.31%....step:1070/3780... Discriminator Loss: 1.1610... Generator Loss: 0.6978 Epoch 14/25...progress:28.57%....step:1080/3780... Discriminator Loss: 1.2469... Generator Loss: 0.6441 Epoch 14/25...progress:28.84%....step:1090/3780... Discriminator Loss: 2.3199... Generator Loss: 0.1710 Epoch 14/25...progress:29.10%....step:1100/3780... Discriminator Loss: 1.9228... Generator Loss: 1.6137 Epoch 14/25...progress:29.37%....step:1110/3780... Discriminator Loss: 1.7335... Generator Loss: 0.3710 Epoch 14/25...progress:29.63%....step:1120/3780... Discriminator Loss: 1.9750... Generator Loss: 0.3025 Epoch 14/25...progress:29.89%....step:1130/3780... Discriminator Loss: 1.8302... Generator Loss: 0.3367 Epoch 14/25...progress:30.16%....step:1140/3780... Discriminator Loss: 1.0110... Generator Loss: 1.0297 Epoch 14/25...progress:30.42%....step:1150/3780... Discriminator Loss: 0.8849... Generator Loss: 1.1176 Epoch 14/25...progress:30.69%....step:1160/3780... Discriminator Loss: 1.6758... Generator Loss: 0.3955 Epoch 14/25...progress:30.95%....step:1170/3780... Discriminator Loss: 1.6068... Generator Loss: 0.4061 Epoch 14/25...progress:31.22%....step:1180/3780... Discriminator Loss: 1.4334... Generator Loss: 0.5716 Epoch 14/25...progress:31.48%....step:1190/3780... Discriminator Loss: 1.6502... Generator Loss: 0.3769 Epoch 14/25...progress:31.75%....step:1200/3780... Discriminator Loss: 1.7653... Generator Loss: 0.3394
Epoch 14/25...progress:32.01%....step:1210/3780... Discriminator Loss: 1.5458... Generator Loss: 0.4859 Epoch 14/25...progress:32.28%....step:1220/3780... Discriminator Loss: 1.4382... Generator Loss: 0.5387 Epoch 14/25...progress:32.54%....step:1230/3780... Discriminator Loss: 0.9792... Generator Loss: 1.1061 Epoch 14/25...progress:32.80%....step:1240/3780... Discriminator Loss: 1.0002... Generator Loss: 1.1264 Epoch 14/25...progress:33.07%....step:1250/3780... Discriminator Loss: 1.7515... Generator Loss: 0.3536 Epoch 14/25...progress:33.33%....step:1260/3780... Discriminator Loss: 1.2190... Generator Loss: 0.8037 Epoch 14/25...progress:33.60%....step:1270/3780... Discriminator Loss: 1.8024... Generator Loss: 0.3273 Epoch 14/25...progress:33.86%....step:1280/3780... Discriminator Loss: 1.3522... Generator Loss: 0.5826 Epoch 14/25...progress:34.13%....step:1290/3780... Discriminator Loss: 1.7678... Generator Loss: 0.3481 Epoch 14/25...progress:34.39%....step:1300/3780... Discriminator Loss: 1.9104... Generator Loss: 0.3117 Epoch 14/25...progress:34.66%....step:1310/3780... Discriminator Loss: 1.5969... Generator Loss: 0.4534 Epoch 14/25...progress:34.92%....step:1320/3780... Discriminator Loss: 1.2987... Generator Loss: 0.6661 Epoch 14/25...progress:35.19%....step:1330/3780... Discriminator Loss: 1.9234... Generator Loss: 0.2999 Epoch 14/25...progress:35.45%....step:1340/3780... Discriminator Loss: 1.2943... Generator Loss: 0.6927 Epoch 14/25...progress:35.71%....step:1350/3780... Discriminator Loss: 1.4235... Generator Loss: 0.5201 Epoch 14/25...progress:35.98%....step:1360/3780... Discriminator Loss: 1.8468... Generator Loss: 0.3421 Epoch 14/25...progress:36.24%....step:1370/3780... Discriminator Loss: 1.5532... Generator Loss: 0.4890 Epoch 14/25...progress:36.51%....step:1380/3780... Discriminator Loss: 1.8063... Generator Loss: 0.3311 Epoch 14/25...progress:36.77%....step:1390/3780... Discriminator Loss: 1.9283... Generator Loss: 0.2832 Epoch 14/25...progress:37.04%....step:1400/3780... Discriminator Loss: 1.0659... Generator Loss: 1.4902
Epoch 14/25...progress:37.30%....step:1410/3780... Discriminator Loss: 1.7461... Generator Loss: 0.3574 Epoch 14/25...progress:37.57%....step:1420/3780... Discriminator Loss: 1.2480... Generator Loss: 0.6071 Epoch 14/25...progress:37.83%....step:1430/3780... Discriminator Loss: 1.3117... Generator Loss: 0.5828 Epoch 14/25...progress:38.10%....step:1440/3780... Discriminator Loss: 2.1604... Generator Loss: 0.2169 Epoch 14/25...progress:38.36%....step:1450/3780... Discriminator Loss: 1.1690... Generator Loss: 0.7124 Epoch 14/25...progress:38.62%....step:1460/3780... Discriminator Loss: 2.1329... Generator Loss: 0.2200 Epoch 14/25...progress:38.89%....step:1470/3780... Discriminator Loss: 1.0861... Generator Loss: 0.7675 Epoch 14/25...progress:39.15%....step:1480/3780... Discriminator Loss: 1.3273... Generator Loss: 0.5956 Epoch 14/25...progress:39.42%....step:1490/3780... Discriminator Loss: 1.3670... Generator Loss: 0.5961 Epoch 14/25...progress:39.68%....step:1500/3780... Discriminator Loss: 2.5638... Generator Loss: 0.1623 Epoch 14/25...progress:39.95%....step:1510/3780... Discriminator Loss: 1.3648... Generator Loss: 0.6483 Epoch 14/25...progress:40.21%....step:1520/3780... Discriminator Loss: 1.4558... Generator Loss: 0.9221 Epoch 14/25...progress:40.48%....step:1530/3780... Discriminator Loss: 1.2673... Generator Loss: 0.5900 Epoch 14/25...progress:40.74%....step:1540/3780... Discriminator Loss: 0.9834... Generator Loss: 1.0809 Epoch 14/25...progress:41.01%....step:1550/3780... Discriminator Loss: 1.6141... Generator Loss: 0.5219 Epoch 14/25...progress:41.27%....step:1560/3780... Discriminator Loss: 1.6617... Generator Loss: 0.3815 Epoch 14/25...progress:41.53%....step:1570/3780... Discriminator Loss: 1.7105... Generator Loss: 0.3702 Epoch 14/25...progress:41.80%....step:1580/3780... Discriminator Loss: 1.5863... Generator Loss: 0.4080 Epoch 14/25...progress:42.06%....step:1590/3780... Discriminator Loss: 1.1667... Generator Loss: 0.8062 Epoch 14/25...progress:42.33%....step:1600/3780... Discriminator Loss: 1.4710... Generator Loss: 1.9875
Epoch 14/25...progress:42.59%....step:1610/3780... Discriminator Loss: 1.4581... Generator Loss: 0.6087 Epoch 14/25...progress:42.86%....step:1620/3780... Discriminator Loss: 1.2584... Generator Loss: 0.6325 Epoch 14/25...progress:43.12%....step:1630/3780... Discriminator Loss: 1.8264... Generator Loss: 0.3229 Epoch 14/25...progress:43.39%....step:1640/3780... Discriminator Loss: 1.5989... Generator Loss: 0.5240 Epoch 14/25...progress:43.65%....step:1650/3780... Discriminator Loss: 1.3236... Generator Loss: 0.5436 Epoch 14/25...progress:43.92%....step:1660/3780... Discriminator Loss: 1.4657... Generator Loss: 0.5056 Epoch 14/25...progress:44.18%....step:1670/3780... Discriminator Loss: 1.1129... Generator Loss: 0.7110 Epoch 14/25...progress:44.44%....step:1680/3780... Discriminator Loss: 1.2100... Generator Loss: 0.7928 Epoch 14/25...progress:44.71%....step:1690/3780... Discriminator Loss: 1.9067... Generator Loss: 0.2927 Epoch 14/25...progress:44.97%....step:1700/3780... Discriminator Loss: 1.4958... Generator Loss: 0.4653 Epoch 14/25...progress:45.24%....step:1710/3780... Discriminator Loss: 2.0627... Generator Loss: 0.2724 Epoch 14/25...progress:45.50%....step:1720/3780... Discriminator Loss: 1.2419... Generator Loss: 0.7896 Epoch 14/25...progress:45.77%....step:1730/3780... Discriminator Loss: 1.5685... Generator Loss: 0.5120 Epoch 14/25...progress:46.03%....step:1740/3780... Discriminator Loss: 1.4863... Generator Loss: 0.5567 Epoch 14/25...progress:46.30%....step:1750/3780... Discriminator Loss: 1.0183... Generator Loss: 0.8776 Epoch 14/25...progress:46.56%....step:1760/3780... Discriminator Loss: 1.3991... Generator Loss: 0.5257 Epoch 14/25...progress:46.83%....step:1770/3780... Discriminator Loss: 1.7004... Generator Loss: 0.3749 Epoch 14/25...progress:47.09%....step:1780/3780... Discriminator Loss: 1.2548... Generator Loss: 0.7752 Epoch 14/25...progress:47.35%....step:1790/3780... Discriminator Loss: 1.3758... Generator Loss: 0.8018 Epoch 14/25...progress:47.62%....step:1800/3780... Discriminator Loss: 1.7154... Generator Loss: 0.3512
Epoch 14/25...progress:47.88%....step:1810/3780... Discriminator Loss: 1.5697... Generator Loss: 0.4511 Epoch 14/25...progress:48.15%....step:1820/3780... Discriminator Loss: 2.2269... Generator Loss: 0.2062 Epoch 14/25...progress:48.41%....step:1830/3780... Discriminator Loss: 1.8362... Generator Loss: 0.3479 Epoch 14/25...progress:48.68%....step:1840/3780... Discriminator Loss: 1.5981... Generator Loss: 0.3848 Epoch 14/25...progress:48.94%....step:1850/3780... Discriminator Loss: 1.0241... Generator Loss: 1.0562 Epoch 14/25...progress:49.21%....step:1860/3780... Discriminator Loss: 2.1372... Generator Loss: 0.2511 Epoch 14/25...progress:49.47%....step:1870/3780... Discriminator Loss: 1.5442... Generator Loss: 0.4274 Epoch 14/25...progress:49.74%....step:1880/3780... Discriminator Loss: 2.0743... Generator Loss: 0.2711 Epoch 14/25...progress:50.00%....step:1890/3780... Discriminator Loss: 1.3996... Generator Loss: 0.6819 Epoch 14/25...progress:50.26%....step:1900/3780... Discriminator Loss: 1.2240... Generator Loss: 0.6367 Epoch 14/25...progress:50.53%....step:1910/3780... Discriminator Loss: 1.3751... Generator Loss: 0.5177 Epoch 14/25...progress:50.79%....step:1920/3780... Discriminator Loss: 1.7964... Generator Loss: 0.3448 Epoch 14/25...progress:51.06%....step:1930/3780... Discriminator Loss: 1.6095... Generator Loss: 0.5377 Epoch 14/25...progress:51.32%....step:1940/3780... Discriminator Loss: 1.4288... Generator Loss: 0.5418 Epoch 14/25...progress:51.59%....step:1950/3780... Discriminator Loss: 2.9616... Generator Loss: 0.0991 Epoch 14/25...progress:51.85%....step:1960/3780... Discriminator Loss: 1.3822... Generator Loss: 0.6209 Epoch 14/25...progress:52.12%....step:1970/3780... Discriminator Loss: 1.1676... Generator Loss: 0.7214 Epoch 14/25...progress:52.38%....step:1980/3780... Discriminator Loss: 1.5079... Generator Loss: 0.4658 Epoch 14/25...progress:52.65%....step:1990/3780... Discriminator Loss: 1.7732... Generator Loss: 0.3709 Epoch 14/25...progress:52.91%....step:2000/3780... Discriminator Loss: 1.3996... Generator Loss: 0.5405
Epoch 14/25...progress:53.17%....step:2010/3780... Discriminator Loss: 1.4840... Generator Loss: 0.4824 Epoch 14/25...progress:53.44%....step:2020/3780... Discriminator Loss: 1.5361... Generator Loss: 0.5101 Epoch 14/25...progress:53.70%....step:2030/3780... Discriminator Loss: 1.5415... Generator Loss: 0.4707 Epoch 14/25...progress:53.97%....step:2040/3780... Discriminator Loss: 1.7643... Generator Loss: 0.3288 Epoch 14/25...progress:54.23%....step:2050/3780... Discriminator Loss: 1.5735... Generator Loss: 0.4600 Epoch 14/25...progress:54.50%....step:2060/3780... Discriminator Loss: 1.5692... Generator Loss: 0.4077 Epoch 14/25...progress:54.76%....step:2070/3780... Discriminator Loss: 1.2837... Generator Loss: 0.7140 Epoch 14/25...progress:55.03%....step:2080/3780... Discriminator Loss: 1.2248... Generator Loss: 0.6901 Epoch 14/25...progress:55.29%....step:2090/3780... Discriminator Loss: 1.1332... Generator Loss: 0.7380 Epoch 14/25...progress:55.56%....step:2100/3780... Discriminator Loss: 1.8667... Generator Loss: 0.3461 Epoch 14/25...progress:55.82%....step:2110/3780... Discriminator Loss: 1.6127... Generator Loss: 0.4618 Epoch 14/25...progress:56.08%....step:2120/3780... Discriminator Loss: 1.2188... Generator Loss: 0.7049 Epoch 14/25...progress:56.35%....step:2130/3780... Discriminator Loss: 1.8938... Generator Loss: 0.2957 Epoch 14/25...progress:56.61%....step:2140/3780... Discriminator Loss: 2.1933... Generator Loss: 0.2114 Epoch 14/25...progress:56.88%....step:2150/3780... Discriminator Loss: 1.9795... Generator Loss: 0.2760 Epoch 14/25...progress:57.14%....step:2160/3780... Discriminator Loss: 1.9141... Generator Loss: 0.3256 Epoch 14/25...progress:57.41%....step:2170/3780... Discriminator Loss: 1.1694... Generator Loss: 0.8148 Epoch 14/25...progress:57.67%....step:2180/3780... Discriminator Loss: 1.3411... Generator Loss: 0.5792 Epoch 14/25...progress:57.94%....step:2190/3780... Discriminator Loss: 1.3280... Generator Loss: 0.6359 Epoch 14/25...progress:58.20%....step:2200/3780... Discriminator Loss: 1.8206... Generator Loss: 0.5699
Epoch 14/25...progress:58.47%....step:2210/3780... Discriminator Loss: 1.9918... Generator Loss: 0.2604 Epoch 14/25...progress:58.73%....step:2220/3780... Discriminator Loss: 1.5169... Generator Loss: 0.5257 Epoch 14/25...progress:58.99%....step:2230/3780... Discriminator Loss: 1.4713... Generator Loss: 0.5061 Epoch 14/25...progress:59.26%....step:2240/3780... Discriminator Loss: 1.8911... Generator Loss: 0.2895 Epoch 14/25...progress:59.52%....step:2250/3780... Discriminator Loss: 1.6454... Generator Loss: 0.4108 Epoch 14/25...progress:59.79%....step:2260/3780... Discriminator Loss: 1.4614... Generator Loss: 0.7024 Epoch 14/25...progress:60.05%....step:2270/3780... Discriminator Loss: 2.8375... Generator Loss: 0.1103 Epoch 14/25...progress:60.32%....step:2280/3780... Discriminator Loss: 1.6610... Generator Loss: 0.4697 Epoch 14/25...progress:60.58%....step:2290/3780... Discriminator Loss: 1.4568... Generator Loss: 1.0925 Epoch 14/25...progress:60.85%....step:2300/3780... Discriminator Loss: 1.4854... Generator Loss: 0.4937 Epoch 14/25...progress:61.11%....step:2310/3780... Discriminator Loss: 1.4149... Generator Loss: 0.5331 Epoch 14/25...progress:61.38%....step:2320/3780... Discriminator Loss: 1.0583... Generator Loss: 1.2072 Epoch 14/25...progress:61.64%....step:2330/3780... Discriminator Loss: 1.2078... Generator Loss: 1.0843 Epoch 14/25...progress:61.90%....step:2340/3780... Discriminator Loss: 1.8754... Generator Loss: 0.3004 Epoch 14/25...progress:62.17%....step:2350/3780... Discriminator Loss: 1.2326... Generator Loss: 1.0439 Epoch 14/25...progress:62.43%....step:2360/3780... Discriminator Loss: 1.4904... Generator Loss: 1.4186 Epoch 14/25...progress:62.70%....step:2370/3780... Discriminator Loss: 1.5540... Generator Loss: 0.4180 Epoch 14/25...progress:62.96%....step:2380/3780... Discriminator Loss: 1.4158... Generator Loss: 0.5017 Epoch 14/25...progress:63.23%....step:2390/3780... Discriminator Loss: 1.2655... Generator Loss: 0.6257 Epoch 14/25...progress:63.49%....step:2400/3780... Discriminator Loss: 1.0652... Generator Loss: 0.8375
Epoch 14/25...progress:63.76%....step:2410/3780... Discriminator Loss: 1.4925... Generator Loss: 0.5140 Epoch 14/25...progress:64.02%....step:2420/3780... Discriminator Loss: 1.9176... Generator Loss: 0.3060 Epoch 14/25...progress:64.29%....step:2430/3780... Discriminator Loss: 1.4643... Generator Loss: 0.5320 Epoch 14/25...progress:64.55%....step:2440/3780... Discriminator Loss: 1.7579... Generator Loss: 0.5184 Epoch 14/25...progress:64.81%....step:2450/3780... Discriminator Loss: 1.4561... Generator Loss: 0.5845 Epoch 14/25...progress:65.08%....step:2460/3780... Discriminator Loss: 1.2522... Generator Loss: 0.7570 Epoch 14/25...progress:65.34%....step:2470/3780... Discriminator Loss: 1.7384... Generator Loss: 0.3522 Epoch 14/25...progress:65.61%....step:2480/3780... Discriminator Loss: 1.6490... Generator Loss: 0.4313 Epoch 14/25...progress:65.87%....step:2490/3780... Discriminator Loss: 1.4323... Generator Loss: 0.5075 Epoch 14/25...progress:66.14%....step:2500/3780... Discriminator Loss: 1.3111... Generator Loss: 0.7314 Epoch 14/25...progress:66.40%....step:2510/3780... Discriminator Loss: 1.5639... Generator Loss: 0.4389 Epoch 14/25...progress:66.67%....step:2520/3780... Discriminator Loss: 1.3093... Generator Loss: 0.5808 Epoch 14/25...progress:66.93%....step:2530/3780... Discriminator Loss: 1.8701... Generator Loss: 0.3654 Epoch 14/25...progress:67.20%....step:2540/3780... Discriminator Loss: 1.0082... Generator Loss: 0.9678 Epoch 14/25...progress:67.46%....step:2550/3780... Discriminator Loss: 1.8346... Generator Loss: 0.3166 Epoch 14/25...progress:67.72%....step:2560/3780... Discriminator Loss: 1.9637... Generator Loss: 0.2989 Epoch 14/25...progress:67.99%....step:2570/3780... Discriminator Loss: 1.6429... Generator Loss: 0.3860 Epoch 14/25...progress:68.25%....step:2580/3780... Discriminator Loss: 2.3041... Generator Loss: 0.1984 Epoch 14/25...progress:68.52%....step:2590/3780... Discriminator Loss: 1.4626... Generator Loss: 0.4967 Epoch 14/25...progress:68.78%....step:2600/3780... Discriminator Loss: 1.3290... Generator Loss: 0.5757
Epoch 14/25...progress:69.05%....step:2610/3780... Discriminator Loss: 1.9223... Generator Loss: 0.3896 Epoch 14/25...progress:69.31%....step:2620/3780... Discriminator Loss: 1.7568... Generator Loss: 0.3645 Epoch 14/25...progress:69.58%....step:2630/3780... Discriminator Loss: 1.5758... Generator Loss: 0.4919 Epoch 14/25...progress:69.84%....step:2640/3780... Discriminator Loss: 1.6173... Generator Loss: 0.6878 Epoch 14/25...progress:70.11%....step:2650/3780... Discriminator Loss: 1.7465... Generator Loss: 0.3681 Epoch 14/25...progress:70.37%....step:2660/3780... Discriminator Loss: 1.9969... Generator Loss: 0.2608 Epoch 14/25...progress:70.63%....step:2670/3780... Discriminator Loss: 2.0800... Generator Loss: 0.2545 Epoch 14/25...progress:70.90%....step:2680/3780... Discriminator Loss: 1.6302... Generator Loss: 0.4154 Epoch 14/25...progress:71.16%....step:2690/3780... Discriminator Loss: 0.9763... Generator Loss: 0.9372 Epoch 14/25...progress:71.43%....step:2700/3780... Discriminator Loss: 2.1047... Generator Loss: 0.2631 Epoch 14/25...progress:71.69%....step:2710/3780... Discriminator Loss: 1.5726... Generator Loss: 0.4093 Epoch 14/25...progress:71.96%....step:2720/3780... Discriminator Loss: 2.1101... Generator Loss: 0.2793 Epoch 14/25...progress:72.22%....step:2730/3780... Discriminator Loss: 1.5389... Generator Loss: 0.4480 Epoch 14/25...progress:72.49%....step:2740/3780... Discriminator Loss: 2.1221... Generator Loss: 0.2422 Epoch 14/25...progress:72.75%....step:2750/3780... Discriminator Loss: 2.4798... Generator Loss: 0.1527 Epoch 14/25...progress:73.02%....step:2760/3780... Discriminator Loss: 1.6002... Generator Loss: 0.5285 Epoch 14/25...progress:73.28%....step:2770/3780... Discriminator Loss: 1.4190... Generator Loss: 0.6141 Epoch 14/25...progress:73.54%....step:2780/3780... Discriminator Loss: 1.6739... Generator Loss: 0.3815 Epoch 14/25...progress:73.81%....step:2790/3780... Discriminator Loss: 1.1260... Generator Loss: 0.8850 Epoch 14/25...progress:74.07%....step:2800/3780... Discriminator Loss: 1.2237... Generator Loss: 0.7527
Epoch 14/25...progress:74.34%....step:2810/3780... Discriminator Loss: 1.8945... Generator Loss: 0.3130 Epoch 14/25...progress:74.60%....step:2820/3780... Discriminator Loss: 1.0820... Generator Loss: 0.9559 Epoch 14/25...progress:74.87%....step:2830/3780... Discriminator Loss: 1.4683... Generator Loss: 0.4646 Epoch 14/25...progress:75.13%....step:2840/3780... Discriminator Loss: 1.8515... Generator Loss: 0.3164 Epoch 14/25...progress:75.40%....step:2850/3780... Discriminator Loss: 2.0934... Generator Loss: 0.2392 Epoch 14/25...progress:75.66%....step:2860/3780... Discriminator Loss: 2.1210... Generator Loss: 0.2175 Epoch 14/25...progress:75.93%....step:2870/3780... Discriminator Loss: 1.6658... Generator Loss: 0.3574 Epoch 14/25...progress:76.19%....step:2880/3780... Discriminator Loss: 1.1196... Generator Loss: 1.5200 Epoch 14/25...progress:76.46%....step:2890/3780... Discriminator Loss: 1.1235... Generator Loss: 1.2683 Epoch 14/25...progress:76.72%....step:2900/3780... Discriminator Loss: 2.3233... Generator Loss: 0.2006 Epoch 14/25...progress:76.98%....step:2910/3780... Discriminator Loss: 1.3749... Generator Loss: 0.6696 Epoch 14/25...progress:77.25%....step:2920/3780... Discriminator Loss: 1.3217... Generator Loss: 0.9619 Epoch 14/25...progress:77.51%....step:2930/3780... Discriminator Loss: 1.3409... Generator Loss: 0.7516 Epoch 14/25...progress:77.78%....step:2940/3780... Discriminator Loss: 1.5398... Generator Loss: 0.4769 Epoch 14/25...progress:78.04%....step:2950/3780... Discriminator Loss: 1.4140... Generator Loss: 0.4960 Epoch 14/25...progress:78.31%....step:2960/3780... Discriminator Loss: 1.2380... Generator Loss: 0.7197 Epoch 14/25...progress:78.57%....step:2970/3780... Discriminator Loss: 1.6243... Generator Loss: 0.3933 Epoch 14/25...progress:78.84%....step:2980/3780... Discriminator Loss: 1.4446... Generator Loss: 0.5058 Epoch 14/25...progress:79.10%....step:2990/3780... Discriminator Loss: 1.5600... Generator Loss: 0.4942 Epoch 14/25...progress:79.37%....step:3000/3780... Discriminator Loss: 1.6564... Generator Loss: 0.4040
Epoch 14/25...progress:79.63%....step:3010/3780... Discriminator Loss: 1.0493... Generator Loss: 0.9257 Epoch 14/25...progress:79.89%....step:3020/3780... Discriminator Loss: 1.0662... Generator Loss: 0.8372 Epoch 14/25...progress:80.16%....step:3030/3780... Discriminator Loss: 1.6469... Generator Loss: 0.4290 Epoch 14/25...progress:80.42%....step:3040/3780... Discriminator Loss: 1.4609... Generator Loss: 0.4508 Epoch 14/25...progress:80.69%....step:3050/3780... Discriminator Loss: 1.1986... Generator Loss: 0.8586 Epoch 14/25...progress:80.95%....step:3060/3780... Discriminator Loss: 1.9375... Generator Loss: 0.2771 Epoch 14/25...progress:81.22%....step:3070/3780... Discriminator Loss: 1.1358... Generator Loss: 0.8351 Epoch 14/25...progress:81.48%....step:3080/3780... Discriminator Loss: 1.8270... Generator Loss: 0.3331 Epoch 14/25...progress:81.75%....step:3090/3780... Discriminator Loss: 1.9364... Generator Loss: 0.2783 Epoch 14/25...progress:82.01%....step:3100/3780... Discriminator Loss: 1.6070... Generator Loss: 0.5277 Epoch 14/25...progress:82.28%....step:3110/3780... Discriminator Loss: 1.1790... Generator Loss: 0.9827 Epoch 14/25...progress:82.54%....step:3120/3780... Discriminator Loss: 2.4717... Generator Loss: 0.1406 Epoch 14/25...progress:82.80%....step:3130/3780... Discriminator Loss: 1.9218... Generator Loss: 0.2935 Epoch 14/25...progress:83.07%....step:3140/3780... Discriminator Loss: 2.6055... Generator Loss: 0.1521 Epoch 14/25...progress:83.33%....step:3150/3780... Discriminator Loss: 1.1453... Generator Loss: 0.7799 Epoch 14/25...progress:83.60%....step:3160/3780... Discriminator Loss: 2.0113... Generator Loss: 0.2551 Epoch 14/25...progress:83.86%....step:3170/3780... Discriminator Loss: 1.0106... Generator Loss: 0.9827 Epoch 14/25...progress:84.13%....step:3180/3780... Discriminator Loss: 1.7365... Generator Loss: 0.3413 Epoch 14/25...progress:84.39%....step:3190/3780... Discriminator Loss: 1.2942... Generator Loss: 0.9610 Epoch 14/25...progress:84.66%....step:3200/3780... Discriminator Loss: 1.0871... Generator Loss: 0.8347
Epoch 14/25...progress:84.92%....step:3210/3780... Discriminator Loss: 1.9430... Generator Loss: 0.2622 Epoch 14/25...progress:85.19%....step:3220/3780... Discriminator Loss: 1.7482... Generator Loss: 0.3229 Epoch 14/25...progress:85.45%....step:3230/3780... Discriminator Loss: 2.3261... Generator Loss: 0.2246 Epoch 14/25...progress:85.71%....step:3240/3780... Discriminator Loss: 1.6643... Generator Loss: 0.4395 Epoch 14/25...progress:85.98%....step:3250/3780... Discriminator Loss: 1.5511... Generator Loss: 0.8278 Epoch 14/25...progress:86.24%....step:3260/3780... Discriminator Loss: 2.0222... Generator Loss: 0.2495 Epoch 14/25...progress:86.51%....step:3270/3780... Discriminator Loss: 1.0935... Generator Loss: 0.9851 Epoch 14/25...progress:86.77%....step:3280/3780... Discriminator Loss: 1.1152... Generator Loss: 0.8537 Epoch 14/25...progress:87.04%....step:3290/3780... Discriminator Loss: 1.2008... Generator Loss: 1.6184 Epoch 14/25...progress:87.30%....step:3300/3780... Discriminator Loss: 1.8734... Generator Loss: 0.3621 Epoch 14/25...progress:87.57%....step:3310/3780... Discriminator Loss: 1.2604... Generator Loss: 0.7712 Epoch 14/25...progress:87.83%....step:3320/3780... Discriminator Loss: 1.4016... Generator Loss: 0.6042 Epoch 14/25...progress:88.10%....step:3330/3780... Discriminator Loss: 1.5903... Generator Loss: 0.4417 Epoch 14/25...progress:88.36%....step:3340/3780... Discriminator Loss: 1.4175... Generator Loss: 0.5955 Epoch 14/25...progress:88.62%....step:3350/3780... Discriminator Loss: 2.2020... Generator Loss: 0.2162 Epoch 14/25...progress:88.89%....step:3360/3780... Discriminator Loss: 1.5840... Generator Loss: 0.6825 Epoch 14/25...progress:89.15%....step:3370/3780... Discriminator Loss: 1.5430... Generator Loss: 0.4385 Epoch 14/25...progress:89.42%....step:3380/3780... Discriminator Loss: 1.4387... Generator Loss: 0.5238 Epoch 14/25...progress:89.68%....step:3390/3780... Discriminator Loss: 1.2461... Generator Loss: 0.6666 Epoch 14/25...progress:89.95%....step:3400/3780... Discriminator Loss: 1.2033... Generator Loss: 1.0265
Epoch 14/25...progress:90.21%....step:3410/3780... Discriminator Loss: 1.3650... Generator Loss: 0.7694 Epoch 14/25...progress:90.48%....step:3420/3780... Discriminator Loss: 1.4277... Generator Loss: 0.5168 Epoch 14/25...progress:90.74%....step:3430/3780... Discriminator Loss: 2.3566... Generator Loss: 0.2075 Epoch 14/25...progress:91.01%....step:3440/3780... Discriminator Loss: 1.3316... Generator Loss: 0.6347 Epoch 14/25...progress:91.27%....step:3450/3780... Discriminator Loss: 1.8959... Generator Loss: 0.2798 Epoch 14/25...progress:91.53%....step:3460/3780... Discriminator Loss: 1.5736... Generator Loss: 0.4571 Epoch 14/25...progress:91.80%....step:3470/3780... Discriminator Loss: 1.4025... Generator Loss: 0.6685 Epoch 14/25...progress:92.06%....step:3480/3780... Discriminator Loss: 1.7895... Generator Loss: 0.3142 Epoch 14/25...progress:92.33%....step:3490/3780... Discriminator Loss: 1.7397... Generator Loss: 0.3785 Epoch 14/25...progress:92.59%....step:3500/3780... Discriminator Loss: 1.2957... Generator Loss: 0.7124 Epoch 14/25...progress:92.86%....step:3510/3780... Discriminator Loss: 1.7156... Generator Loss: 0.3456 Epoch 14/25...progress:93.12%....step:3520/3780... Discriminator Loss: 1.7630... Generator Loss: 0.3321 Epoch 14/25...progress:93.39%....step:3530/3780... Discriminator Loss: 1.1739... Generator Loss: 0.7996 Epoch 14/25...progress:93.65%....step:3540/3780... Discriminator Loss: 0.9277... Generator Loss: 1.8876 Epoch 14/25...progress:93.92%....step:3550/3780... Discriminator Loss: 1.4815... Generator Loss: 0.5109 Epoch 14/25...progress:94.18%....step:3560/3780... Discriminator Loss: 1.1029... Generator Loss: 0.8417 Epoch 14/25...progress:94.44%....step:3570/3780... Discriminator Loss: 2.2078... Generator Loss: 0.2184 Epoch 14/25...progress:94.71%....step:3580/3780... Discriminator Loss: 1.4693... Generator Loss: 0.5243 Epoch 14/25...progress:94.97%....step:3590/3780... Discriminator Loss: 1.8123... Generator Loss: 0.2989 Epoch 14/25...progress:95.24%....step:3600/3780... Discriminator Loss: 2.5862... Generator Loss: 0.1444
Epoch 14/25...progress:95.50%....step:3610/3780... Discriminator Loss: 1.2841... Generator Loss: 0.9102 Epoch 14/25...progress:95.77%....step:3620/3780... Discriminator Loss: 1.4014... Generator Loss: 0.5006 Epoch 14/25...progress:96.03%....step:3630/3780... Discriminator Loss: 1.8157... Generator Loss: 0.3260 Epoch 14/25...progress:96.30%....step:3640/3780... Discriminator Loss: 1.3141... Generator Loss: 0.5458 Epoch 14/25...progress:96.56%....step:3650/3780... Discriminator Loss: 0.9145... Generator Loss: 1.0903 Epoch 14/25...progress:96.83%....step:3660/3780... Discriminator Loss: 1.7759... Generator Loss: 0.3477 Epoch 14/25...progress:97.09%....step:3670/3780... Discriminator Loss: 2.0623... Generator Loss: 0.2801 Epoch 14/25...progress:97.35%....step:3680/3780... Discriminator Loss: 2.9697... Generator Loss: 0.1031 Epoch 14/25...progress:97.62%....step:3690/3780... Discriminator Loss: 2.2899... Generator Loss: 0.1931 Epoch 14/25...progress:97.88%....step:3700/3780... Discriminator Loss: 1.5568... Generator Loss: 0.4962 Epoch 14/25...progress:98.15%....step:3710/3780... Discriminator Loss: 1.3909... Generator Loss: 0.7273 Epoch 14/25...progress:98.41%....step:3720/3780... Discriminator Loss: 1.7432... Generator Loss: 0.3337 Epoch 14/25...progress:98.68%....step:3730/3780... Discriminator Loss: 1.1241... Generator Loss: 0.8582 Epoch 14/25...progress:98.94%....step:3740/3780... Discriminator Loss: 1.1579... Generator Loss: 0.8195 Epoch 14/25...progress:99.21%....step:3750/3780... Discriminator Loss: 1.3016... Generator Loss: 0.5748 Epoch 14/25...progress:99.47%....step:3760/3780... Discriminator Loss: 1.5052... Generator Loss: 0.4920 Epoch 14/25...progress:99.74%....step:3770/3780... Discriminator Loss: 1.5367... Generator Loss: 0.6541 STARTING epoch: 14 , steps: 3780 ........ Epoch 15/25...progress:0.00%....step:0/3780... Discriminator Loss: 1.6245... Generator Loss: 0.4039
Epoch 15/25...progress:0.26%....step:10/3780... Discriminator Loss: 2.0251... Generator Loss: 0.2620 Epoch 15/25...progress:0.53%....step:20/3780... Discriminator Loss: 1.7852... Generator Loss: 0.3823 Epoch 15/25...progress:0.79%....step:30/3780... Discriminator Loss: 0.9922... Generator Loss: 1.0218 Epoch 15/25...progress:1.06%....step:40/3780... Discriminator Loss: 1.8916... Generator Loss: 0.3081 Epoch 15/25...progress:1.32%....step:50/3780... Discriminator Loss: 1.3224... Generator Loss: 0.9074 Epoch 15/25...progress:1.59%....step:60/3780... Discriminator Loss: 1.8534... Generator Loss: 0.3270 Epoch 15/25...progress:1.85%....step:70/3780... Discriminator Loss: 1.0877... Generator Loss: 0.7793 Epoch 15/25...progress:2.12%....step:80/3780... Discriminator Loss: 1.5218... Generator Loss: 0.4450 Epoch 15/25...progress:2.38%....step:90/3780... Discriminator Loss: 1.4316... Generator Loss: 0.5075 Epoch 15/25...progress:2.65%....step:100/3780... Discriminator Loss: 1.6401... Generator Loss: 0.4646 Epoch 15/25...progress:2.91%....step:110/3780... Discriminator Loss: 1.2875... Generator Loss: 0.6434 Epoch 15/25...progress:3.17%....step:120/3780... Discriminator Loss: 2.3518... Generator Loss: 0.1831 Epoch 15/25...progress:3.44%....step:130/3780... Discriminator Loss: 1.7366... Generator Loss: 0.3299 Epoch 15/25...progress:3.70%....step:140/3780... Discriminator Loss: 1.2191... Generator Loss: 0.6634 Epoch 15/25...progress:3.97%....step:150/3780... Discriminator Loss: 1.4788... Generator Loss: 0.4733 Epoch 15/25...progress:4.23%....step:160/3780... Discriminator Loss: 1.6060... Generator Loss: 0.3959 Epoch 15/25...progress:4.50%....step:170/3780... Discriminator Loss: 2.1339... Generator Loss: 0.2579 Epoch 15/25...progress:4.76%....step:180/3780... Discriminator Loss: 1.7186... Generator Loss: 0.3405 Epoch 15/25...progress:5.03%....step:190/3780... Discriminator Loss: 0.8929... Generator Loss: 1.1729 Epoch 15/25...progress:5.29%....step:200/3780... Discriminator Loss: 1.8673... Generator Loss: 0.3071
Epoch 15/25...progress:5.56%....step:210/3780... Discriminator Loss: 1.3948... Generator Loss: 0.7799 Epoch 15/25...progress:5.82%....step:220/3780... Discriminator Loss: 1.1104... Generator Loss: 0.7355 Epoch 15/25...progress:6.08%....step:230/3780... Discriminator Loss: 2.0192... Generator Loss: 0.2511 Epoch 15/25...progress:6.35%....step:240/3780... Discriminator Loss: 2.1979... Generator Loss: 0.2312 Epoch 15/25...progress:6.61%....step:250/3780... Discriminator Loss: 1.6019... Generator Loss: 0.4010 Epoch 15/25...progress:6.88%....step:260/3780... Discriminator Loss: 1.2722... Generator Loss: 0.6972 Epoch 15/25...progress:7.14%....step:270/3780... Discriminator Loss: 1.8176... Generator Loss: 0.3424 Epoch 15/25...progress:7.41%....step:280/3780... Discriminator Loss: 1.5585... Generator Loss: 0.4166 Epoch 15/25...progress:7.67%....step:290/3780... Discriminator Loss: 1.6038... Generator Loss: 0.4060 Epoch 15/25...progress:7.94%....step:300/3780... Discriminator Loss: 2.0031... Generator Loss: 0.3499 Epoch 15/25...progress:8.20%....step:310/3780... Discriminator Loss: 0.9044... Generator Loss: 1.0894 Epoch 15/25...progress:8.47%....step:320/3780... Discriminator Loss: 1.4786... Generator Loss: 0.5852 Epoch 15/25...progress:8.73%....step:330/3780... Discriminator Loss: 1.8008... Generator Loss: 0.3491 Epoch 15/25...progress:8.99%....step:340/3780... Discriminator Loss: 2.3740... Generator Loss: 0.1708 Epoch 15/25...progress:9.26%....step:350/3780... Discriminator Loss: 1.6287... Generator Loss: 0.3859 Epoch 15/25...progress:9.52%....step:360/3780... Discriminator Loss: 1.8448... Generator Loss: 0.2917 Epoch 15/25...progress:9.79%....step:370/3780... Discriminator Loss: 2.3674... Generator Loss: 0.1742 Epoch 15/25...progress:10.05%....step:380/3780... Discriminator Loss: 1.2438... Generator Loss: 0.6446 Epoch 15/25...progress:10.32%....step:390/3780... Discriminator Loss: 2.2182... Generator Loss: 0.1939 Epoch 15/25...progress:10.58%....step:400/3780... Discriminator Loss: 1.3318... Generator Loss: 0.5746
Epoch 15/25...progress:10.85%....step:410/3780... Discriminator Loss: 1.4845... Generator Loss: 0.5327 Epoch 15/25...progress:11.11%....step:420/3780... Discriminator Loss: 1.0488... Generator Loss: 1.2414 Epoch 15/25...progress:11.38%....step:430/3780... Discriminator Loss: 2.1286... Generator Loss: 0.2368 Epoch 15/25...progress:11.64%....step:440/3780... Discriminator Loss: 1.0989... Generator Loss: 1.0021 Epoch 15/25...progress:11.90%....step:450/3780... Discriminator Loss: 1.9034... Generator Loss: 0.3279 Epoch 15/25...progress:12.17%....step:460/3780... Discriminator Loss: 1.2720... Generator Loss: 0.7395 Epoch 15/25...progress:12.43%....step:470/3780... Discriminator Loss: 1.2278... Generator Loss: 0.7773 Epoch 15/25...progress:12.70%....step:480/3780... Discriminator Loss: 0.9209... Generator Loss: 1.0167 Epoch 15/25...progress:12.96%....step:490/3780... Discriminator Loss: 1.7454... Generator Loss: 0.3190 Epoch 15/25...progress:13.23%....step:500/3780... Discriminator Loss: 1.3409... Generator Loss: 0.6172 Epoch 15/25...progress:13.49%....step:510/3780... Discriminator Loss: 1.9709... Generator Loss: 0.2683 Epoch 15/25...progress:13.76%....step:520/3780... Discriminator Loss: 1.8951... Generator Loss: 0.2982 Epoch 15/25...progress:14.02%....step:530/3780... Discriminator Loss: 1.7508... Generator Loss: 0.3543 Epoch 15/25...progress:14.29%....step:540/3780... Discriminator Loss: 1.0576... Generator Loss: 0.8217 Epoch 15/25...progress:14.55%....step:550/3780... Discriminator Loss: 1.2783... Generator Loss: 0.6114 Epoch 15/25...progress:14.81%....step:560/3780... Discriminator Loss: 1.8568... Generator Loss: 0.2970 Epoch 15/25...progress:15.08%....step:570/3780... Discriminator Loss: 1.7696... Generator Loss: 2.5150 Epoch 15/25...progress:15.34%....step:580/3780... Discriminator Loss: 2.0319... Generator Loss: 0.3083 Epoch 15/25...progress:15.61%....step:590/3780... Discriminator Loss: 2.1002... Generator Loss: 0.2306 Epoch 15/25...progress:15.87%....step:600/3780... Discriminator Loss: 1.2899... Generator Loss: 0.6635
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Epoch 15/25...progress:32.01%....step:1210/3780... Discriminator Loss: 1.6469... Generator Loss: 0.4060 Epoch 15/25...progress:32.28%....step:1220/3780... Discriminator Loss: 1.3283... Generator Loss: 0.5908 Epoch 15/25...progress:32.54%....step:1230/3780... Discriminator Loss: 1.5830... Generator Loss: 0.5195 Epoch 15/25...progress:32.80%....step:1240/3780... Discriminator Loss: 0.9849... Generator Loss: 1.0034 Epoch 15/25...progress:33.07%....step:1250/3780... Discriminator Loss: 1.1105... Generator Loss: 0.8531 Epoch 15/25...progress:33.33%....step:1260/3780... Discriminator Loss: 1.6158... Generator Loss: 0.4158 Epoch 15/25...progress:33.60%....step:1270/3780... Discriminator Loss: 1.3793... Generator Loss: 0.5451 Epoch 15/25...progress:33.86%....step:1280/3780... Discriminator Loss: 1.3332... Generator Loss: 0.5499 Epoch 15/25...progress:34.13%....step:1290/3780... Discriminator Loss: 1.1590... Generator Loss: 0.8786 Epoch 15/25...progress:34.39%....step:1300/3780... Discriminator Loss: 2.2010... Generator Loss: 0.1983 Epoch 15/25...progress:34.66%....step:1310/3780... Discriminator Loss: 1.6615... Generator Loss: 0.3882 Epoch 15/25...progress:34.92%....step:1320/3780... Discriminator Loss: 1.0567... Generator Loss: 0.9085 Epoch 15/25...progress:35.19%....step:1330/3780... Discriminator Loss: 1.8358... Generator Loss: 0.3214 Epoch 15/25...progress:35.45%....step:1340/3780... Discriminator Loss: 1.3592... Generator Loss: 0.7296 Epoch 15/25...progress:35.71%....step:1350/3780... Discriminator Loss: 1.2398... Generator Loss: 0.6875 Epoch 15/25...progress:35.98%....step:1360/3780... Discriminator Loss: 1.5286... Generator Loss: 0.4859 Epoch 15/25...progress:36.24%....step:1370/3780... Discriminator Loss: 2.1025... Generator Loss: 0.2520 Epoch 15/25...progress:36.51%....step:1380/3780... Discriminator Loss: 1.4190... Generator Loss: 0.8521 Epoch 15/25...progress:36.77%....step:1390/3780... Discriminator Loss: 1.0066... Generator Loss: 2.0742 Epoch 15/25...progress:37.04%....step:1400/3780... Discriminator Loss: 1.4031... Generator Loss: 0.6095
Epoch 15/25...progress:37.30%....step:1410/3780... Discriminator Loss: 1.3951... Generator Loss: 0.5680 Epoch 15/25...progress:37.57%....step:1420/3780... Discriminator Loss: 1.5573... Generator Loss: 0.4389 Epoch 15/25...progress:37.83%....step:1430/3780... Discriminator Loss: 1.8554... Generator Loss: 0.3485 Epoch 15/25...progress:38.10%....step:1440/3780... Discriminator Loss: 1.4216... Generator Loss: 0.6267 Epoch 15/25...progress:38.36%....step:1450/3780... Discriminator Loss: 1.1887... Generator Loss: 0.6756 Epoch 15/25...progress:38.62%....step:1460/3780... Discriminator Loss: 2.2741... Generator Loss: 0.2082 Epoch 15/25...progress:38.89%....step:1470/3780... Discriminator Loss: 1.2183... Generator Loss: 0.7423 Epoch 15/25...progress:39.15%....step:1480/3780... Discriminator Loss: 1.8280... Generator Loss: 0.3511 Epoch 15/25...progress:39.42%....step:1490/3780... Discriminator Loss: 1.2887... Generator Loss: 0.5844 Epoch 15/25...progress:39.68%....step:1500/3780... Discriminator Loss: 1.7374... Generator Loss: 0.3469 Epoch 15/25...progress:39.95%....step:1510/3780... Discriminator Loss: 1.3040... Generator Loss: 0.5863 Epoch 15/25...progress:40.21%....step:1520/3780... Discriminator Loss: 1.6963... Generator Loss: 0.3833 Epoch 15/25...progress:40.48%....step:1530/3780... Discriminator Loss: 1.7395... Generator Loss: 0.3701 Epoch 15/25...progress:40.74%....step:1540/3780... Discriminator Loss: 1.2583... Generator Loss: 0.6899 Epoch 15/25...progress:41.01%....step:1550/3780... Discriminator Loss: 1.5224... Generator Loss: 0.4533 Epoch 15/25...progress:41.27%....step:1560/3780... Discriminator Loss: 2.2803... Generator Loss: 0.1841 Epoch 15/25...progress:41.53%....step:1570/3780... Discriminator Loss: 1.8782... Generator Loss: 0.3198 Epoch 15/25...progress:41.80%....step:1580/3780... Discriminator Loss: 1.5714... Generator Loss: 0.4885 Epoch 15/25...progress:42.06%....step:1590/3780... Discriminator Loss: 1.2952... Generator Loss: 0.6205 Epoch 15/25...progress:42.33%....step:1600/3780... Discriminator Loss: 0.9239... Generator Loss: 1.1019
Epoch 15/25...progress:42.59%....step:1610/3780... Discriminator Loss: 1.2803... Generator Loss: 0.6830 Epoch 15/25...progress:42.86%....step:1620/3780... Discriminator Loss: 1.3123... Generator Loss: 0.5879 Epoch 15/25...progress:43.12%....step:1630/3780... Discriminator Loss: 1.9226... Generator Loss: 0.2785 Epoch 15/25...progress:43.39%....step:1640/3780... Discriminator Loss: 1.2445... Generator Loss: 0.6937 Epoch 15/25...progress:43.65%....step:1650/3780... Discriminator Loss: 1.0919... Generator Loss: 0.8681 Epoch 15/25...progress:43.92%....step:1660/3780... Discriminator Loss: 1.9191... Generator Loss: 0.2931 Epoch 15/25...progress:44.18%....step:1670/3780... Discriminator Loss: 0.9974... Generator Loss: 1.0034 Epoch 15/25...progress:44.44%....step:1680/3780... Discriminator Loss: 1.7412... Generator Loss: 0.3131 Epoch 15/25...progress:44.71%....step:1690/3780... Discriminator Loss: 2.5458... Generator Loss: 0.1823 Epoch 15/25...progress:44.97%....step:1700/3780... Discriminator Loss: 1.5166... Generator Loss: 0.4638 Epoch 15/25...progress:45.24%....step:1710/3780... Discriminator Loss: 2.9144... Generator Loss: 0.0959 Epoch 15/25...progress:45.50%....step:1720/3780... Discriminator Loss: 2.3452... Generator Loss: 0.2150 Epoch 15/25...progress:45.77%....step:1730/3780... Discriminator Loss: 1.4091... Generator Loss: 0.5209 Epoch 15/25...progress:46.03%....step:1740/3780... Discriminator Loss: 1.6771... Generator Loss: 0.4454 Epoch 15/25...progress:46.30%....step:1750/3780... Discriminator Loss: 2.0254... Generator Loss: 0.3291 Epoch 15/25...progress:46.56%....step:1760/3780... Discriminator Loss: 1.2970... Generator Loss: 0.6244 Epoch 15/25...progress:46.83%....step:1770/3780... Discriminator Loss: 1.2119... Generator Loss: 1.1080 Epoch 15/25...progress:47.09%....step:1780/3780... Discriminator Loss: 1.2604... Generator Loss: 0.6247 Epoch 15/25...progress:47.35%....step:1790/3780... Discriminator Loss: 1.3292... Generator Loss: 1.2266 Epoch 15/25...progress:47.62%....step:1800/3780... Discriminator Loss: 2.3340... Generator Loss: 0.1868
Epoch 15/25...progress:47.88%....step:1810/3780... Discriminator Loss: 1.8555... Generator Loss: 0.3133 Epoch 15/25...progress:48.15%....step:1820/3780... Discriminator Loss: 1.9949... Generator Loss: 0.2689 Epoch 15/25...progress:48.41%....step:1830/3780... Discriminator Loss: 1.5667... Generator Loss: 0.4015 Epoch 15/25...progress:48.68%....step:1840/3780... Discriminator Loss: 1.7761... Generator Loss: 0.3363 Epoch 15/25...progress:48.94%....step:1850/3780... Discriminator Loss: 1.4061... Generator Loss: 0.5491 Epoch 15/25...progress:49.21%....step:1860/3780... Discriminator Loss: 2.2925... Generator Loss: 0.1908 Epoch 15/25...progress:49.47%....step:1870/3780... Discriminator Loss: 1.6920... Generator Loss: 0.3953 Epoch 15/25...progress:49.74%....step:1880/3780... Discriminator Loss: 2.1193... Generator Loss: 0.2412 Epoch 15/25...progress:50.00%....step:1890/3780... Discriminator Loss: 2.2974... Generator Loss: 0.1885 Epoch 15/25...progress:50.26%....step:1900/3780... Discriminator Loss: 1.2799... Generator Loss: 0.6155 Epoch 15/25...progress:50.53%....step:1910/3780... Discriminator Loss: 1.4630... Generator Loss: 0.7902 Epoch 15/25...progress:50.79%....step:1920/3780... Discriminator Loss: 1.8863... Generator Loss: 0.2936 Epoch 15/25...progress:51.06%....step:1930/3780... Discriminator Loss: 1.7868... Generator Loss: 0.3502 Epoch 15/25...progress:51.32%....step:1940/3780... Discriminator Loss: 1.9073... Generator Loss: 0.3112 Epoch 15/25...progress:51.59%....step:1950/3780... Discriminator Loss: 1.9870... Generator Loss: 0.2579 Epoch 15/25...progress:51.85%....step:1960/3780... Discriminator Loss: 1.7906... Generator Loss: 0.3650 Epoch 15/25...progress:52.12%....step:1970/3780... Discriminator Loss: 0.9838... Generator Loss: 1.0061 Epoch 15/25...progress:52.38%....step:1980/3780... Discriminator Loss: 2.0055... Generator Loss: 0.2594 Epoch 15/25...progress:52.65%....step:1990/3780... Discriminator Loss: 2.0437... Generator Loss: 0.3031 Epoch 15/25...progress:52.91%....step:2000/3780... Discriminator Loss: 1.6155... Generator Loss: 0.4260
Epoch 15/25...progress:53.17%....step:2010/3780... Discriminator Loss: 1.6007... Generator Loss: 0.4498 Epoch 15/25...progress:53.44%....step:2020/3780... Discriminator Loss: 1.2422... Generator Loss: 0.6052 Epoch 15/25...progress:53.70%....step:2030/3780... Discriminator Loss: 2.0306... Generator Loss: 0.2654 Epoch 15/25...progress:53.97%....step:2040/3780... Discriminator Loss: 1.9637... Generator Loss: 0.2951 Epoch 15/25...progress:54.23%....step:2050/3780... Discriminator Loss: 1.2835... Generator Loss: 0.5986 Epoch 15/25...progress:54.50%....step:2060/3780... Discriminator Loss: 2.0022... Generator Loss: 2.1261 Epoch 15/25...progress:54.76%....step:2070/3780... Discriminator Loss: 1.2489... Generator Loss: 0.7097 Epoch 15/25...progress:55.03%....step:2080/3780... Discriminator Loss: 1.5907... Generator Loss: 0.4429 Epoch 15/25...progress:55.29%....step:2090/3780... Discriminator Loss: 1.2042... Generator Loss: 0.8221 Epoch 15/25...progress:55.56%....step:2100/3780... Discriminator Loss: 1.3651... Generator Loss: 0.7360 Epoch 15/25...progress:55.82%....step:2110/3780... Discriminator Loss: 1.5962... Generator Loss: 0.4308 Epoch 15/25...progress:56.08%....step:2120/3780... Discriminator Loss: 1.3095... Generator Loss: 0.7005 Epoch 15/25...progress:56.35%....step:2130/3780... Discriminator Loss: 1.9095... Generator Loss: 0.2855 Epoch 15/25...progress:56.61%....step:2140/3780... Discriminator Loss: 1.7059... Generator Loss: 0.4437 Epoch 15/25...progress:56.88%....step:2150/3780... Discriminator Loss: 1.5531... Generator Loss: 0.4536 Epoch 15/25...progress:57.14%....step:2160/3780... Discriminator Loss: 1.5333... Generator Loss: 0.8626 Epoch 15/25...progress:57.41%....step:2170/3780... Discriminator Loss: 1.0199... Generator Loss: 0.9606 Epoch 15/25...progress:57.67%....step:2180/3780... Discriminator Loss: 1.4536... Generator Loss: 0.5238 Epoch 15/25...progress:57.94%....step:2190/3780... Discriminator Loss: 1.4636... Generator Loss: 0.4883 Epoch 15/25...progress:58.20%....step:2200/3780... Discriminator Loss: 1.3901... Generator Loss: 0.6277
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Epoch 15/25...progress:79.63%....step:3010/3780... Discriminator Loss: 1.0380... Generator Loss: 0.8736 Epoch 15/25...progress:79.89%....step:3020/3780... Discriminator Loss: 1.2448... Generator Loss: 0.6124 Epoch 15/25...progress:80.16%....step:3030/3780... Discriminator Loss: 1.5731... Generator Loss: 0.4371 Epoch 15/25...progress:80.42%....step:3040/3780... Discriminator Loss: 1.9509... Generator Loss: 0.2792 Epoch 15/25...progress:80.69%....step:3050/3780... Discriminator Loss: 2.0012... Generator Loss: 0.2658 Epoch 15/25...progress:80.95%....step:3060/3780... Discriminator Loss: 1.9340... Generator Loss: 0.3133 Epoch 15/25...progress:81.22%....step:3070/3780... Discriminator Loss: 1.3082... Generator Loss: 0.6406 Epoch 15/25...progress:81.48%....step:3080/3780... Discriminator Loss: 2.2607... Generator Loss: 0.2284 Epoch 15/25...progress:81.75%....step:3090/3780... Discriminator Loss: 1.6330... Generator Loss: 0.4005 Epoch 15/25...progress:82.01%....step:3100/3780... Discriminator Loss: 1.1281... Generator Loss: 1.4412 Epoch 15/25...progress:82.28%....step:3110/3780... Discriminator Loss: 1.5848... Generator Loss: 0.4459 Epoch 15/25...progress:82.54%....step:3120/3780... Discriminator Loss: 2.0645... Generator Loss: 0.2295 Epoch 15/25...progress:82.80%....step:3130/3780... Discriminator Loss: 1.4276... Generator Loss: 1.1606 Epoch 15/25...progress:83.07%....step:3140/3780... Discriminator Loss: 2.2612... Generator Loss: 0.2330 Epoch 15/25...progress:83.33%....step:3150/3780... Discriminator Loss: 1.0812... Generator Loss: 1.4029 Epoch 15/25...progress:83.60%....step:3160/3780... Discriminator Loss: 1.6238... Generator Loss: 0.4337 Epoch 15/25...progress:83.86%....step:3170/3780... Discriminator Loss: 2.3153... Generator Loss: 0.2408 Epoch 15/25...progress:84.13%....step:3180/3780... Discriminator Loss: 1.8324... Generator Loss: 0.3357 Epoch 15/25...progress:84.39%....step:3190/3780... Discriminator Loss: 1.1965... Generator Loss: 0.9173 Epoch 15/25...progress:84.66%....step:3200/3780... Discriminator Loss: 1.2557... Generator Loss: 0.7549
Epoch 15/25...progress:84.92%....step:3210/3780... Discriminator Loss: 1.8621... Generator Loss: 0.3032 Epoch 15/25...progress:85.19%....step:3220/3780... Discriminator Loss: 1.9366... Generator Loss: 0.2822 Epoch 15/25...progress:85.45%....step:3230/3780... Discriminator Loss: 1.7790... Generator Loss: 0.3365 Epoch 15/25...progress:85.71%....step:3240/3780... Discriminator Loss: 1.1558... Generator Loss: 1.0954 Epoch 15/25...progress:85.98%....step:3250/3780... Discriminator Loss: 1.3012... Generator Loss: 0.6949 Epoch 15/25...progress:86.24%....step:3260/3780... Discriminator Loss: 1.7780... Generator Loss: 0.3469 Epoch 15/25...progress:86.51%....step:3270/3780... Discriminator Loss: 1.3278... Generator Loss: 0.6310 Epoch 15/25...progress:86.77%....step:3280/3780... Discriminator Loss: 1.3989... Generator Loss: 0.5242 Epoch 15/25...progress:87.04%....step:3290/3780... Discriminator Loss: 1.7861... Generator Loss: 0.4112 Epoch 15/25...progress:87.30%....step:3300/3780... Discriminator Loss: 1.4407... Generator Loss: 0.4897 Epoch 15/25...progress:87.57%....step:3310/3780... Discriminator Loss: 1.6670... Generator Loss: 0.5410 Epoch 15/25...progress:87.83%....step:3320/3780... Discriminator Loss: 1.2394... Generator Loss: 1.3049 Epoch 15/25...progress:88.10%....step:3330/3780... Discriminator Loss: 1.2489... Generator Loss: 0.7406 Epoch 15/25...progress:88.36%....step:3340/3780... Discriminator Loss: 1.0099... Generator Loss: 0.8654 Epoch 15/25...progress:88.62%....step:3350/3780... Discriminator Loss: 1.5197... Generator Loss: 0.5147 Epoch 15/25...progress:88.89%....step:3360/3780... Discriminator Loss: 1.2213... Generator Loss: 0.7339 Epoch 15/25...progress:89.15%....step:3370/3780... Discriminator Loss: 1.4149... Generator Loss: 0.9544 Epoch 15/25...progress:89.42%....step:3380/3780... Discriminator Loss: 1.0674... Generator Loss: 1.1707 Epoch 15/25...progress:89.68%....step:3390/3780... Discriminator Loss: 2.1145... Generator Loss: 0.2463 Epoch 15/25...progress:89.95%....step:3400/3780... Discriminator Loss: 2.6755... Generator Loss: 0.1373
Epoch 15/25...progress:90.21%....step:3410/3780... Discriminator Loss: 2.2981... Generator Loss: 0.1947 Epoch 15/25...progress:90.48%....step:3420/3780... Discriminator Loss: 1.8291... Generator Loss: 0.2925 Epoch 15/25...progress:90.74%....step:3430/3780... Discriminator Loss: 2.0886... Generator Loss: 0.2708 Epoch 15/25...progress:91.01%....step:3440/3780... Discriminator Loss: 1.8511... Generator Loss: 0.3050 Epoch 15/25...progress:91.27%....step:3450/3780... Discriminator Loss: 2.0693... Generator Loss: 0.2751 Epoch 15/25...progress:91.53%....step:3460/3780... Discriminator Loss: 1.9349... Generator Loss: 0.2960 Epoch 15/25...progress:91.80%....step:3470/3780... Discriminator Loss: 1.2336... Generator Loss: 0.8835 Epoch 15/25...progress:92.06%....step:3480/3780... Discriminator Loss: 1.4966... Generator Loss: 0.6088 Epoch 15/25...progress:92.33%....step:3490/3780... Discriminator Loss: 1.9247... Generator Loss: 0.3163 Epoch 15/25...progress:92.59%....step:3500/3780... Discriminator Loss: 1.2801... Generator Loss: 0.8069 Epoch 15/25...progress:92.86%....step:3510/3780... Discriminator Loss: 1.3097... Generator Loss: 0.6255 Epoch 15/25...progress:93.12%....step:3520/3780... Discriminator Loss: 1.4100... Generator Loss: 0.5153 Epoch 15/25...progress:93.39%....step:3530/3780... Discriminator Loss: 1.3011... Generator Loss: 0.9787 Epoch 15/25...progress:93.65%....step:3540/3780... Discriminator Loss: 1.0149... Generator Loss: 1.1038 Epoch 15/25...progress:93.92%....step:3550/3780... Discriminator Loss: 1.8595... Generator Loss: 0.2925 Epoch 15/25...progress:94.18%....step:3560/3780... Discriminator Loss: 1.6689... Generator Loss: 0.4031 Epoch 15/25...progress:94.44%....step:3570/3780... Discriminator Loss: 1.2294... Generator Loss: 0.7286 Epoch 15/25...progress:94.71%....step:3580/3780... Discriminator Loss: 2.0314... Generator Loss: 0.3692 Epoch 15/25...progress:94.97%....step:3590/3780... Discriminator Loss: 1.8175... Generator Loss: 0.3276 Epoch 15/25...progress:95.24%....step:3600/3780... Discriminator Loss: 1.9200... Generator Loss: 0.2577
Epoch 15/25...progress:95.50%....step:3610/3780... Discriminator Loss: 1.2296... Generator Loss: 0.9258 Epoch 15/25...progress:95.77%....step:3620/3780... Discriminator Loss: 1.2185... Generator Loss: 0.6464 Epoch 15/25...progress:96.03%....step:3630/3780... Discriminator Loss: 2.0864... Generator Loss: 0.2368 Epoch 15/25...progress:96.30%....step:3640/3780... Discriminator Loss: 1.5995... Generator Loss: 0.4064 Epoch 15/25...progress:96.56%....step:3650/3780... Discriminator Loss: 1.2783... Generator Loss: 0.6298 Epoch 15/25...progress:96.83%....step:3660/3780... Discriminator Loss: 1.6683... Generator Loss: 0.4212 Epoch 15/25...progress:97.09%....step:3670/3780... Discriminator Loss: 2.1105... Generator Loss: 0.2496 Epoch 15/25...progress:97.35%....step:3680/3780... Discriminator Loss: 2.1660... Generator Loss: 0.2847 Epoch 15/25...progress:97.62%....step:3690/3780... Discriminator Loss: 1.5236... Generator Loss: 0.4714 Epoch 15/25...progress:97.88%....step:3700/3780... Discriminator Loss: 1.9802... Generator Loss: 0.2921 Epoch 15/25...progress:98.15%....step:3710/3780... Discriminator Loss: 1.5429... Generator Loss: 0.5099 Epoch 15/25...progress:98.41%....step:3720/3780... Discriminator Loss: 1.2916... Generator Loss: 0.7028 Epoch 15/25...progress:98.68%....step:3730/3780... Discriminator Loss: 1.0236... Generator Loss: 0.9527 Epoch 15/25...progress:98.94%....step:3740/3780... Discriminator Loss: 1.2525... Generator Loss: 2.0780 Epoch 15/25...progress:99.21%....step:3750/3780... Discriminator Loss: 0.9373... Generator Loss: 1.0353 Epoch 15/25...progress:99.47%....step:3760/3780... Discriminator Loss: 1.6986... Generator Loss: 0.3633 Epoch 15/25...progress:99.74%....step:3770/3780... Discriminator Loss: 1.3081... Generator Loss: 0.6397 STARTING epoch: 15 , steps: 3780 ........ Epoch 16/25...progress:0.00%....step:0/3780... Discriminator Loss: 1.8746... Generator Loss: 0.2852
Epoch 16/25...progress:0.26%....step:10/3780... Discriminator Loss: 2.1609... Generator Loss: 0.2218 Epoch 16/25...progress:0.53%....step:20/3780... Discriminator Loss: 1.8028... Generator Loss: 0.3257 Epoch 16/25...progress:0.79%....step:30/3780... Discriminator Loss: 1.7747... Generator Loss: 0.3628 Epoch 16/25...progress:1.06%....step:40/3780... Discriminator Loss: 1.9028... Generator Loss: 0.3657 Epoch 16/25...progress:1.32%....step:50/3780... Discriminator Loss: 1.3613... Generator Loss: 0.9206 Epoch 16/25...progress:1.59%....step:60/3780... Discriminator Loss: 1.9125... Generator Loss: 0.2849 Epoch 16/25...progress:1.85%....step:70/3780... Discriminator Loss: 1.2014... Generator Loss: 0.6855 Epoch 16/25...progress:2.12%....step:80/3780... Discriminator Loss: 2.3143... Generator Loss: 0.2227 Epoch 16/25...progress:2.38%....step:90/3780... Discriminator Loss: 1.2805... Generator Loss: 0.6848 Epoch 16/25...progress:2.65%....step:100/3780... Discriminator Loss: 1.9225... Generator Loss: 0.2917 Epoch 16/25...progress:2.91%....step:110/3780... Discriminator Loss: 1.5255... Generator Loss: 0.4701 Epoch 16/25...progress:3.17%....step:120/3780... Discriminator Loss: 2.0581... Generator Loss: 0.2919 Epoch 16/25...progress:3.44%....step:130/3780... Discriminator Loss: 2.0155... Generator Loss: 0.2482 Epoch 16/25...progress:3.70%....step:140/3780... Discriminator Loss: 2.2948... Generator Loss: 0.2033 Epoch 16/25...progress:3.97%....step:150/3780... Discriminator Loss: 1.8525... Generator Loss: 0.3445 Epoch 16/25...progress:4.23%....step:160/3780... Discriminator Loss: 1.8687... Generator Loss: 0.3012 Epoch 16/25...progress:4.50%....step:170/3780... Discriminator Loss: 1.8930... Generator Loss: 0.2772 Epoch 16/25...progress:4.76%....step:180/3780... Discriminator Loss: 1.6442... Generator Loss: 0.3575 Epoch 16/25...progress:5.03%....step:190/3780... Discriminator Loss: 0.9097... Generator Loss: 1.4871 Epoch 16/25...progress:5.29%....step:200/3780... Discriminator Loss: 1.6691... Generator Loss: 1.5852
Epoch 16/25...progress:5.56%....step:210/3780... Discriminator Loss: 1.4674... Generator Loss: 0.5100 Epoch 16/25...progress:5.82%....step:220/3780... Discriminator Loss: 1.3967... Generator Loss: 0.5932 Epoch 16/25...progress:6.08%....step:230/3780... Discriminator Loss: 1.8815... Generator Loss: 0.3233 Epoch 16/25...progress:6.35%....step:240/3780... Discriminator Loss: 2.0888... Generator Loss: 0.2468 Epoch 16/25...progress:6.61%....step:250/3780... Discriminator Loss: 1.6329... Generator Loss: 0.4514 Epoch 16/25...progress:6.88%....step:260/3780... Discriminator Loss: 1.2939... Generator Loss: 0.5823 Epoch 16/25...progress:7.14%....step:270/3780... Discriminator Loss: 2.2439... Generator Loss: 0.2123 Epoch 16/25...progress:7.41%....step:280/3780... Discriminator Loss: 1.2254... Generator Loss: 0.8377 Epoch 16/25...progress:7.67%....step:290/3780... Discriminator Loss: 1.3759... Generator Loss: 0.6023 Epoch 16/25...progress:7.94%....step:300/3780... Discriminator Loss: 1.7332... Generator Loss: 0.4267 Epoch 16/25...progress:8.20%....step:310/3780... Discriminator Loss: 1.4057... Generator Loss: 0.5980 Epoch 16/25...progress:8.47%....step:320/3780... Discriminator Loss: 2.5606... Generator Loss: 0.1342 Epoch 16/25...progress:8.73%....step:330/3780... Discriminator Loss: 1.7528... Generator Loss: 0.3743 Epoch 16/25...progress:8.99%....step:340/3780... Discriminator Loss: 2.2838... Generator Loss: 0.1930 Epoch 16/25...progress:9.26%....step:350/3780... Discriminator Loss: 1.2744... Generator Loss: 1.2279 Epoch 16/25...progress:9.52%....step:360/3780... Discriminator Loss: 1.7960... Generator Loss: 0.3241 Epoch 16/25...progress:9.79%....step:370/3780... Discriminator Loss: 2.6735... Generator Loss: 0.1403 Epoch 16/25...progress:10.05%....step:380/3780... Discriminator Loss: 0.8167... Generator Loss: 1.2890 Epoch 16/25...progress:10.32%....step:390/3780... Discriminator Loss: 2.2349... Generator Loss: 0.1997 Epoch 16/25...progress:10.58%....step:400/3780... Discriminator Loss: 2.0803... Generator Loss: 0.2463
Epoch 16/25...progress:10.85%....step:410/3780... Discriminator Loss: 1.6584... Generator Loss: 0.3592 Epoch 16/25...progress:11.11%....step:420/3780... Discriminator Loss: 0.9859... Generator Loss: 1.0733 Epoch 16/25...progress:11.38%....step:430/3780... Discriminator Loss: 2.2272... Generator Loss: 0.1984 Epoch 16/25...progress:11.64%....step:440/3780... Discriminator Loss: 1.1254... Generator Loss: 0.9349 Epoch 16/25...progress:11.90%....step:450/3780... Discriminator Loss: 1.3330... Generator Loss: 0.5868 Epoch 16/25...progress:12.17%....step:460/3780... Discriminator Loss: 0.8023... Generator Loss: 1.3302 Epoch 16/25...progress:12.43%....step:470/3780... Discriminator Loss: 1.2695... Generator Loss: 0.6609 Epoch 16/25...progress:12.70%....step:480/3780... Discriminator Loss: 0.9913... Generator Loss: 0.9190 Epoch 16/25...progress:12.96%....step:490/3780... Discriminator Loss: 2.1451... Generator Loss: 0.2439 Epoch 16/25...progress:13.23%....step:500/3780... Discriminator Loss: 2.0934... Generator Loss: 0.2352 Epoch 16/25...progress:13.49%....step:510/3780... Discriminator Loss: 2.0899... Generator Loss: 0.2459 Epoch 16/25...progress:13.76%....step:520/3780... Discriminator Loss: 2.4048... Generator Loss: 0.1701 Epoch 16/25...progress:14.02%....step:530/3780... Discriminator Loss: 1.6121... Generator Loss: 0.4704 Epoch 16/25...progress:14.29%....step:540/3780... Discriminator Loss: 1.1615... Generator Loss: 0.7893 Epoch 16/25...progress:14.55%....step:550/3780... Discriminator Loss: 1.4948... Generator Loss: 0.5011 Epoch 16/25...progress:14.81%....step:560/3780... Discriminator Loss: 2.2745... Generator Loss: 0.1930 Epoch 16/25...progress:15.08%....step:570/3780... Discriminator Loss: 2.1882... Generator Loss: 0.2302 Epoch 16/25...progress:15.34%....step:580/3780... Discriminator Loss: 1.9179... Generator Loss: 0.2959 Epoch 16/25...progress:15.61%....step:590/3780... Discriminator Loss: 1.6890... Generator Loss: 0.3902 Epoch 16/25...progress:15.87%....step:600/3780... Discriminator Loss: 1.3749... Generator Loss: 0.6162
Epoch 16/25...progress:16.14%....step:610/3780... Discriminator Loss: 1.4637... Generator Loss: 0.7610 Epoch 16/25...progress:16.40%....step:620/3780... Discriminator Loss: 2.0860... Generator Loss: 0.2577 Epoch 16/25...progress:16.67%....step:630/3780... Discriminator Loss: 1.1955... Generator Loss: 0.8562 Epoch 16/25...progress:16.93%....step:640/3780... Discriminator Loss: 1.8871... Generator Loss: 0.3038 Epoch 16/25...progress:17.20%....step:650/3780... Discriminator Loss: 2.1580... Generator Loss: 0.2536 Epoch 16/25...progress:17.46%....step:660/3780... Discriminator Loss: 1.7232... Generator Loss: 0.3880 Epoch 16/25...progress:17.72%....step:670/3780... Discriminator Loss: 1.1503... Generator Loss: 1.0356 Epoch 16/25...progress:17.99%....step:680/3780... Discriminator Loss: 2.3772... Generator Loss: 0.1679 Epoch 16/25...progress:18.25%....step:690/3780... Discriminator Loss: 1.8997... Generator Loss: 0.2921 Epoch 16/25...progress:18.52%....step:700/3780... Discriminator Loss: 1.1402... Generator Loss: 0.8892 Epoch 16/25...progress:18.78%....step:710/3780... Discriminator Loss: 2.0573... Generator Loss: 0.2389 Epoch 16/25...progress:19.05%....step:720/3780... Discriminator Loss: 1.2624... Generator Loss: 0.5994 Epoch 16/25...progress:19.31%....step:730/3780... Discriminator Loss: 1.3533... Generator Loss: 0.6379 Epoch 16/25...progress:19.58%....step:740/3780... Discriminator Loss: 1.8287... Generator Loss: 0.3327 Epoch 16/25...progress:19.84%....step:750/3780... Discriminator Loss: 2.1750... Generator Loss: 0.2188 Epoch 16/25...progress:20.11%....step:760/3780... Discriminator Loss: 1.3250... Generator Loss: 0.6213 Epoch 16/25...progress:20.37%....step:770/3780... Discriminator Loss: 2.2481... Generator Loss: 0.2060 Epoch 16/25...progress:20.63%....step:780/3780... Discriminator Loss: 1.4521... Generator Loss: 0.5647 Epoch 16/25...progress:20.90%....step:790/3780... Discriminator Loss: 1.1609... Generator Loss: 0.8353 Epoch 16/25...progress:21.16%....step:800/3780... Discriminator Loss: 1.4930... Generator Loss: 0.4509
Epoch 16/25...progress:21.43%....step:810/3780... Discriminator Loss: 1.7693... Generator Loss: 0.7507 Epoch 16/25...progress:21.69%....step:820/3780... Discriminator Loss: 1.6979... Generator Loss: 0.3939 Epoch 16/25...progress:21.96%....step:830/3780... Discriminator Loss: 1.1313... Generator Loss: 0.9332 Epoch 16/25...progress:22.22%....step:840/3780... Discriminator Loss: 1.6821... Generator Loss: 0.4047 Epoch 16/25...progress:22.49%....step:850/3780... Discriminator Loss: 1.4335... Generator Loss: 0.5095 Epoch 16/25...progress:22.75%....step:860/3780... Discriminator Loss: 2.2155... Generator Loss: 0.2420 Epoch 16/25...progress:23.02%....step:870/3780... Discriminator Loss: 1.2979... Generator Loss: 0.5723 Epoch 16/25...progress:23.28%....step:880/3780... Discriminator Loss: 1.3662... Generator Loss: 1.2855 Epoch 16/25...progress:23.54%....step:890/3780... Discriminator Loss: 2.4900... Generator Loss: 0.1791 Epoch 16/25...progress:23.81%....step:900/3780... Discriminator Loss: 1.7464... Generator Loss: 0.3683 Epoch 16/25...progress:24.07%....step:910/3780... Discriminator Loss: 1.3482... Generator Loss: 0.6219 Epoch 16/25...progress:24.34%....step:920/3780... Discriminator Loss: 0.9888... Generator Loss: 1.0895 Epoch 16/25...progress:24.60%....step:930/3780... Discriminator Loss: 1.7003... Generator Loss: 0.3553 Epoch 16/25...progress:24.87%....step:940/3780... Discriminator Loss: 1.5851... Generator Loss: 0.4597 Epoch 16/25...progress:25.13%....step:950/3780... Discriminator Loss: 2.1709... Generator Loss: 0.2164 Epoch 16/25...progress:25.40%....step:960/3780... Discriminator Loss: 1.6206... Generator Loss: 0.3743 Epoch 16/25...progress:25.66%....step:970/3780... Discriminator Loss: 1.8076... Generator Loss: 1.6069 Epoch 16/25...progress:25.93%....step:980/3780... Discriminator Loss: 1.8283... Generator Loss: 0.3277 Epoch 16/25...progress:26.19%....step:990/3780... Discriminator Loss: 1.5660... Generator Loss: 0.4100 Epoch 16/25...progress:26.46%....step:1000/3780... Discriminator Loss: 2.6346... Generator Loss: 0.1392
Epoch 16/25...progress:26.72%....step:1010/3780... Discriminator Loss: 2.0488... Generator Loss: 0.2422 Epoch 16/25...progress:26.98%....step:1020/3780... Discriminator Loss: 2.9457... Generator Loss: 0.1321 Epoch 16/25...progress:27.25%....step:1030/3780... Discriminator Loss: 2.2006... Generator Loss: 0.2493 Epoch 16/25...progress:27.51%....step:1040/3780... Discriminator Loss: 1.2327... Generator Loss: 0.8052 Epoch 16/25...progress:27.78%....step:1050/3780... Discriminator Loss: 2.3399... Generator Loss: 0.2341 Epoch 16/25...progress:28.04%....step:1060/3780... Discriminator Loss: 0.8988... Generator Loss: 1.0626 Epoch 16/25...progress:28.31%....step:1070/3780... Discriminator Loss: 1.1128... Generator Loss: 0.8594 Epoch 16/25...progress:28.57%....step:1080/3780... Discriminator Loss: 1.0583... Generator Loss: 1.5155 Epoch 16/25...progress:28.84%....step:1090/3780... Discriminator Loss: 1.8288... Generator Loss: 0.3949 Epoch 16/25...progress:29.10%....step:1100/3780... Discriminator Loss: 1.2770... Generator Loss: 1.0318 Epoch 16/25...progress:29.37%....step:1110/3780... Discriminator Loss: 1.7429... Generator Loss: 0.3565 Epoch 16/25...progress:29.63%....step:1120/3780... Discriminator Loss: 1.4551... Generator Loss: 0.4875 Epoch 16/25...progress:29.89%....step:1130/3780... Discriminator Loss: 1.9452... Generator Loss: 0.2876 Epoch 16/25...progress:30.16%....step:1140/3780... Discriminator Loss: 1.5531... Generator Loss: 0.4766 Epoch 16/25...progress:30.42%....step:1150/3780... Discriminator Loss: 1.4708... Generator Loss: 0.4961 Epoch 16/25...progress:30.69%....step:1160/3780... Discriminator Loss: 1.7309... Generator Loss: 0.3556 Epoch 16/25...progress:30.95%....step:1170/3780... Discriminator Loss: 1.8565... Generator Loss: 0.2862 Epoch 16/25...progress:31.22%....step:1180/3780... Discriminator Loss: 1.8285... Generator Loss: 2.4188 Epoch 16/25...progress:31.48%....step:1190/3780... Discriminator Loss: 1.7123... Generator Loss: 0.3285 Epoch 16/25...progress:31.75%....step:1200/3780... Discriminator Loss: 1.7288... Generator Loss: 0.3331
Epoch 16/25...progress:32.01%....step:1210/3780... Discriminator Loss: 1.4288... Generator Loss: 0.5208 Epoch 16/25...progress:32.28%....step:1220/3780... Discriminator Loss: 1.6992... Generator Loss: 0.4401 Epoch 16/25...progress:32.54%....step:1230/3780... Discriminator Loss: 1.2412... Generator Loss: 0.7931 Epoch 16/25...progress:32.80%....step:1240/3780... Discriminator Loss: 1.6299... Generator Loss: 0.4522 Epoch 16/25...progress:33.07%....step:1250/3780... Discriminator Loss: 1.0201... Generator Loss: 1.0689 Epoch 16/25...progress:33.33%....step:1260/3780... Discriminator Loss: 1.3134... Generator Loss: 0.6755 Epoch 16/25...progress:33.60%....step:1270/3780... Discriminator Loss: 1.3090... Generator Loss: 0.5852 Epoch 16/25...progress:33.86%....step:1280/3780... Discriminator Loss: 1.1288... Generator Loss: 0.7275 Epoch 16/25...progress:34.13%....step:1290/3780... Discriminator Loss: 1.3822... Generator Loss: 0.5824 Epoch 16/25...progress:34.39%....step:1300/3780... Discriminator Loss: 2.1342... Generator Loss: 0.2443 Epoch 16/25...progress:34.66%....step:1310/3780... Discriminator Loss: 1.5261... Generator Loss: 0.4942 Epoch 16/25...progress:34.92%....step:1320/3780... Discriminator Loss: 1.4581... Generator Loss: 0.4561 Epoch 16/25...progress:35.19%....step:1330/3780... Discriminator Loss: 1.8842... Generator Loss: 0.3364 Epoch 16/25...progress:35.45%....step:1340/3780... Discriminator Loss: 1.1536... Generator Loss: 0.9296 Epoch 16/25...progress:35.71%....step:1350/3780... Discriminator Loss: 1.6410... Generator Loss: 0.4252 Epoch 16/25...progress:35.98%....step:1360/3780... Discriminator Loss: 1.4569... Generator Loss: 0.5665 Epoch 16/25...progress:36.24%....step:1370/3780... Discriminator Loss: 2.0565... Generator Loss: 0.2394 Epoch 16/25...progress:36.51%....step:1380/3780... Discriminator Loss: 1.1845... Generator Loss: 0.8129 Epoch 16/25...progress:36.77%....step:1390/3780... Discriminator Loss: 1.2251... Generator Loss: 0.8400 Epoch 16/25...progress:37.04%....step:1400/3780... Discriminator Loss: 1.0058... Generator Loss: 1.0572
Epoch 16/25...progress:37.30%....step:1410/3780... Discriminator Loss: 1.6809... Generator Loss: 0.4100 Epoch 16/25...progress:37.57%....step:1420/3780... Discriminator Loss: 0.9914... Generator Loss: 1.1638 Epoch 16/25...progress:37.83%....step:1430/3780... Discriminator Loss: 1.2024... Generator Loss: 1.1336 Epoch 16/25...progress:38.10%....step:1440/3780... Discriminator Loss: 1.3453... Generator Loss: 0.6713 Epoch 16/25...progress:38.36%....step:1450/3780... Discriminator Loss: 1.0001... Generator Loss: 1.1677 Epoch 16/25...progress:38.62%....step:1460/3780... Discriminator Loss: 2.0758... Generator Loss: 0.2435 Epoch 16/25...progress:38.89%....step:1470/3780... Discriminator Loss: 1.6846... Generator Loss: 0.3881 Epoch 16/25...progress:39.15%....step:1480/3780... Discriminator Loss: 1.1587... Generator Loss: 0.8141 Epoch 16/25...progress:39.42%....step:1490/3780... Discriminator Loss: 1.6012... Generator Loss: 0.4067 Epoch 16/25...progress:39.68%....step:1500/3780... Discriminator Loss: 2.4166... Generator Loss: 0.1684 Epoch 16/25...progress:39.95%....step:1510/3780... Discriminator Loss: 0.9404... Generator Loss: 1.1203 Epoch 16/25...progress:40.21%....step:1520/3780... Discriminator Loss: 1.1587... Generator Loss: 0.8259 Epoch 16/25...progress:40.48%....step:1530/3780... Discriminator Loss: 1.5773... Generator Loss: 0.4320 Epoch 16/25...progress:40.74%....step:1540/3780... Discriminator Loss: 1.2048... Generator Loss: 0.7516 Epoch 16/25...progress:41.01%....step:1550/3780... Discriminator Loss: 2.0290... Generator Loss: 0.2857 Epoch 16/25...progress:41.27%....step:1560/3780... Discriminator Loss: 2.1325... Generator Loss: 0.2437 Epoch 16/25...progress:41.53%....step:1570/3780... Discriminator Loss: 2.2456... Generator Loss: 0.1915 Epoch 16/25...progress:41.80%....step:1580/3780... Discriminator Loss: 1.7522... Generator Loss: 0.3509 Epoch 16/25...progress:42.06%....step:1590/3780... Discriminator Loss: 1.1846... Generator Loss: 0.7368 Epoch 16/25...progress:42.33%....step:1600/3780... Discriminator Loss: 1.1424... Generator Loss: 0.7827
Epoch 16/25...progress:42.59%....step:1610/3780... Discriminator Loss: 1.3976... Generator Loss: 0.5985 Epoch 16/25...progress:42.86%....step:1620/3780... Discriminator Loss: 1.2999... Generator Loss: 0.6578 Epoch 16/25...progress:43.12%....step:1630/3780... Discriminator Loss: 1.2690... Generator Loss: 0.6691 Epoch 16/25...progress:43.39%....step:1640/3780... Discriminator Loss: 1.2462... Generator Loss: 0.7820 Epoch 16/25...progress:43.65%....step:1650/3780... Discriminator Loss: 1.3407... Generator Loss: 0.5521 Epoch 16/25...progress:43.92%....step:1660/3780... Discriminator Loss: 1.6776... Generator Loss: 0.4683 Epoch 16/25...progress:44.18%....step:1670/3780... Discriminator Loss: 1.1766... Generator Loss: 0.6899 Epoch 16/25...progress:44.44%....step:1680/3780... Discriminator Loss: 1.3595... Generator Loss: 0.5452 Epoch 16/25...progress:44.71%....step:1690/3780... Discriminator Loss: 2.7751... Generator Loss: 0.1290 Epoch 16/25...progress:44.97%....step:1700/3780... Discriminator Loss: 1.2977... Generator Loss: 0.6232 Epoch 16/25...progress:45.24%....step:1710/3780... Discriminator Loss: 1.7861... Generator Loss: 0.3075 Epoch 16/25...progress:45.50%....step:1720/3780... Discriminator Loss: 1.3434... Generator Loss: 0.6242 Epoch 16/25...progress:45.77%....step:1730/3780... Discriminator Loss: 1.5502... Generator Loss: 0.4451 Epoch 16/25...progress:46.03%....step:1740/3780... Discriminator Loss: 2.0310... Generator Loss: 0.3098 Epoch 16/25...progress:46.30%....step:1750/3780... Discriminator Loss: 1.9284... Generator Loss: 0.2813 Epoch 16/25...progress:46.56%....step:1760/3780... Discriminator Loss: 2.7394... Generator Loss: 0.1387 Epoch 16/25...progress:46.83%....step:1770/3780... Discriminator Loss: 2.2454... Generator Loss: 0.2125 Epoch 16/25...progress:47.09%....step:1780/3780... Discriminator Loss: 1.4591... Generator Loss: 0.4844 Epoch 16/25...progress:47.35%....step:1790/3780... Discriminator Loss: 1.5402... Generator Loss: 0.5049 Epoch 16/25...progress:47.62%....step:1800/3780... Discriminator Loss: 2.0437... Generator Loss: 0.2671
Epoch 16/25...progress:47.88%....step:1810/3780... Discriminator Loss: 2.2640... Generator Loss: 0.2080 Epoch 16/25...progress:48.15%....step:1820/3780... Discriminator Loss: 1.6952... Generator Loss: 0.3685 Epoch 16/25...progress:48.41%....step:1830/3780... Discriminator Loss: 1.8192... Generator Loss: 0.3834 Epoch 16/25...progress:48.68%....step:1840/3780... Discriminator Loss: 1.4866... Generator Loss: 0.5398 Epoch 16/25...progress:48.94%....step:1850/3780... Discriminator Loss: 0.7735... Generator Loss: 1.2967 Epoch 16/25...progress:49.21%....step:1860/3780... Discriminator Loss: 2.4222... Generator Loss: 0.1747 Epoch 16/25...progress:49.47%....step:1870/3780... Discriminator Loss: 1.6174... Generator Loss: 0.4538 Epoch 16/25...progress:49.74%....step:1880/3780... Discriminator Loss: 1.6093... Generator Loss: 0.3964 Epoch 16/25...progress:50.00%....step:1890/3780... Discriminator Loss: 1.6884... Generator Loss: 0.3730 Epoch 16/25...progress:50.26%....step:1900/3780... Discriminator Loss: 1.1973... Generator Loss: 1.0650 Epoch 16/25...progress:50.53%....step:1910/3780... Discriminator Loss: 1.4128... Generator Loss: 0.5217 Epoch 16/25...progress:50.79%....step:1920/3780... Discriminator Loss: 2.6996... Generator Loss: 0.1611 Epoch 16/25...progress:51.06%....step:1930/3780... Discriminator Loss: 1.7258... Generator Loss: 0.3609 Epoch 16/25...progress:51.32%....step:1940/3780... Discriminator Loss: 1.6921... Generator Loss: 0.4282 Epoch 16/25...progress:51.59%....step:1950/3780... Discriminator Loss: 2.9123... Generator Loss: 0.1080 Epoch 16/25...progress:51.85%....step:1960/3780... Discriminator Loss: 1.6868... Generator Loss: 0.4075 Epoch 16/25...progress:52.12%....step:1970/3780... Discriminator Loss: 0.8816... Generator Loss: 1.3810 Epoch 16/25...progress:52.38%....step:1980/3780... Discriminator Loss: 2.2223... Generator Loss: 0.2238 Epoch 16/25...progress:52.65%....step:1990/3780... Discriminator Loss: 1.7136... Generator Loss: 0.3950 Epoch 16/25...progress:52.91%....step:2000/3780... Discriminator Loss: 1.3372... Generator Loss: 0.5368
Epoch 16/25...progress:53.17%....step:2010/3780... Discriminator Loss: 1.3065... Generator Loss: 0.6205 Epoch 16/25...progress:53.44%....step:2020/3780... Discriminator Loss: 1.6308... Generator Loss: 0.4338 Epoch 16/25...progress:53.70%....step:2030/3780... Discriminator Loss: 1.4171... Generator Loss: 0.6624 Epoch 16/25...progress:53.97%....step:2040/3780... Discriminator Loss: 1.2133... Generator Loss: 0.6771 Epoch 16/25...progress:54.23%....step:2050/3780... Discriminator Loss: 1.6780... Generator Loss: 0.3856 Epoch 16/25...progress:54.50%....step:2060/3780... Discriminator Loss: 1.3965... Generator Loss: 0.5494 Epoch 16/25...progress:54.76%....step:2070/3780... Discriminator Loss: 1.9145... Generator Loss: 0.3109 Epoch 16/25...progress:55.03%....step:2080/3780... Discriminator Loss: 1.2208... Generator Loss: 0.7009 Epoch 16/25...progress:55.29%....step:2090/3780... Discriminator Loss: 1.2983... Generator Loss: 0.8259 Epoch 16/25...progress:55.56%....step:2100/3780... Discriminator Loss: 1.9585... Generator Loss: 0.3001 Epoch 16/25...progress:55.82%....step:2110/3780... Discriminator Loss: 2.6068... Generator Loss: 0.1527 Epoch 16/25...progress:56.08%....step:2120/3780... Discriminator Loss: 1.6793... Generator Loss: 0.3626 Epoch 16/25...progress:56.35%....step:2130/3780... Discriminator Loss: 1.6679... Generator Loss: 0.3419 Epoch 16/25...progress:56.61%....step:2140/3780... Discriminator Loss: 2.3991... Generator Loss: 0.1662 Epoch 16/25...progress:56.88%....step:2150/3780... Discriminator Loss: 2.2071... Generator Loss: 0.2374 Epoch 16/25...progress:57.14%....step:2160/3780... Discriminator Loss: 1.6066... Generator Loss: 0.7716 Epoch 16/25...progress:57.41%....step:2170/3780... Discriminator Loss: 0.8401... Generator Loss: 1.2128 Epoch 16/25...progress:57.67%....step:2180/3780... Discriminator Loss: 1.3362... Generator Loss: 0.6848 Epoch 16/25...progress:57.94%....step:2190/3780... Discriminator Loss: 2.2812... Generator Loss: 0.1934 Epoch 16/25...progress:58.20%....step:2200/3780... Discriminator Loss: 1.4242... Generator Loss: 0.6071
Epoch 16/25...progress:58.47%....step:2210/3780... Discriminator Loss: 2.1840... Generator Loss: 0.2310 Epoch 16/25...progress:58.73%....step:2220/3780... Discriminator Loss: 1.4958... Generator Loss: 0.5187 Epoch 16/25...progress:58.99%....step:2230/3780... Discriminator Loss: 1.2730... Generator Loss: 0.6680 Epoch 16/25...progress:59.26%....step:2240/3780... Discriminator Loss: 1.7141... Generator Loss: 0.3983 Epoch 16/25...progress:59.52%....step:2250/3780... Discriminator Loss: 2.1378... Generator Loss: 0.2294 Epoch 16/25...progress:59.79%....step:2260/3780... Discriminator Loss: 1.5572... Generator Loss: 0.4437 Epoch 16/25...progress:60.05%....step:2270/3780... Discriminator Loss: 2.6919... Generator Loss: 0.1339 Epoch 16/25...progress:60.32%....step:2280/3780... Discriminator Loss: 1.9189... Generator Loss: 1.0194 Epoch 16/25...progress:60.58%....step:2290/3780... Discriminator Loss: 1.1830... Generator Loss: 0.8885 Epoch 16/25...progress:60.85%....step:2300/3780... Discriminator Loss: 0.9672... Generator Loss: 1.0175 Epoch 16/25...progress:61.11%....step:2310/3780... Discriminator Loss: 1.7878... Generator Loss: 0.3552 Epoch 16/25...progress:61.38%....step:2320/3780... Discriminator Loss: 1.3924... Generator Loss: 0.5708 Epoch 16/25...progress:61.64%....step:2330/3780... Discriminator Loss: 1.5008... Generator Loss: 0.4622 Epoch 16/25...progress:61.90%....step:2340/3780... Discriminator Loss: 1.9172... Generator Loss: 0.3157 Epoch 16/25...progress:62.17%....step:2350/3780... Discriminator Loss: 1.4579... Generator Loss: 0.5199 Epoch 16/25...progress:62.43%....step:2360/3780... Discriminator Loss: 1.2241... Generator Loss: 1.0398 Epoch 16/25...progress:62.70%....step:2370/3780... Discriminator Loss: 2.5725... Generator Loss: 0.1347 Epoch 16/25...progress:62.96%....step:2380/3780... Discriminator Loss: 1.2982... Generator Loss: 0.6646 Epoch 16/25...progress:63.23%....step:2390/3780... Discriminator Loss: 1.1181... Generator Loss: 0.7865 Epoch 16/25...progress:63.49%....step:2400/3780... Discriminator Loss: 1.7060... Generator Loss: 0.3499
Epoch 16/25...progress:63.76%....step:2410/3780... Discriminator Loss: 1.2380... Generator Loss: 0.7227 Epoch 16/25...progress:64.02%....step:2420/3780... Discriminator Loss: 2.5725... Generator Loss: 0.1408 Epoch 16/25...progress:64.29%....step:2430/3780... Discriminator Loss: 1.3731... Generator Loss: 0.5960 Epoch 16/25...progress:64.55%....step:2440/3780... Discriminator Loss: 1.5695... Generator Loss: 0.6507 Epoch 16/25...progress:64.81%....step:2450/3780... Discriminator Loss: 1.5892... Generator Loss: 0.4421 Epoch 16/25...progress:65.08%....step:2460/3780... Discriminator Loss: 1.3155... Generator Loss: 0.5713 Epoch 16/25...progress:65.34%....step:2470/3780... Discriminator Loss: 1.7454... Generator Loss: 0.3889 Epoch 16/25...progress:65.61%....step:2480/3780... Discriminator Loss: 0.9500... Generator Loss: 1.1606 Epoch 16/25...progress:65.87%....step:2490/3780... Discriminator Loss: 0.9513... Generator Loss: 1.0386 Epoch 16/25...progress:66.14%....step:2500/3780... Discriminator Loss: 1.2275... Generator Loss: 0.7308 Epoch 16/25...progress:66.40%....step:2510/3780... Discriminator Loss: 1.8592... Generator Loss: 0.3146 Epoch 16/25...progress:66.67%....step:2520/3780... Discriminator Loss: 2.5486... Generator Loss: 0.1782 Epoch 16/25...progress:66.93%....step:2530/3780... Discriminator Loss: 2.1546... Generator Loss: 0.2339 Epoch 16/25...progress:67.20%....step:2540/3780... Discriminator Loss: 1.0195... Generator Loss: 1.0095 Epoch 16/25...progress:67.46%....step:2550/3780... Discriminator Loss: 1.5418... Generator Loss: 0.4756 Epoch 16/25...progress:67.72%....step:2560/3780... Discriminator Loss: 1.1686... Generator Loss: 0.7069 Epoch 16/25...progress:67.99%....step:2570/3780... Discriminator Loss: 1.3740... Generator Loss: 0.5159 Epoch 16/25...progress:68.25%....step:2580/3780... Discriminator Loss: 1.7036... Generator Loss: 0.4228 Epoch 16/25...progress:68.52%....step:2590/3780... Discriminator Loss: 2.6313... Generator Loss: 0.1447 Epoch 16/25...progress:68.78%....step:2600/3780... Discriminator Loss: 1.6487... Generator Loss: 0.3806
Epoch 16/25...progress:69.05%....step:2610/3780... Discriminator Loss: 1.9953... Generator Loss: 0.3184 Epoch 16/25...progress:69.31%....step:2620/3780... Discriminator Loss: 1.6962... Generator Loss: 0.4436 Epoch 16/25...progress:69.58%....step:2630/3780... Discriminator Loss: 1.7494... Generator Loss: 0.3906 Epoch 16/25...progress:69.84%....step:2640/3780... Discriminator Loss: 1.4182... Generator Loss: 0.5314 Epoch 16/25...progress:70.11%....step:2650/3780... Discriminator Loss: 1.9293... Generator Loss: 0.3433 Epoch 16/25...progress:70.37%....step:2660/3780... Discriminator Loss: 2.3690... Generator Loss: 0.2049 Epoch 16/25...progress:70.63%....step:2670/3780... Discriminator Loss: 1.7917... Generator Loss: 0.3876 Epoch 16/25...progress:70.90%....step:2680/3780... Discriminator Loss: 2.0278... Generator Loss: 0.2690 Epoch 16/25...progress:71.16%....step:2690/3780... Discriminator Loss: 1.1627... Generator Loss: 0.6990 Epoch 16/25...progress:71.43%....step:2700/3780... Discriminator Loss: 2.0968... Generator Loss: 0.2183 Epoch 16/25...progress:71.69%....step:2710/3780... Discriminator Loss: 2.7705... Generator Loss: 0.1238 Epoch 16/25...progress:71.96%....step:2720/3780... Discriminator Loss: 2.2303... Generator Loss: 0.2054 Epoch 16/25...progress:72.22%....step:2730/3780... Discriminator Loss: 2.6302... Generator Loss: 0.1516 Epoch 16/25...progress:72.49%....step:2740/3780... Discriminator Loss: 1.8409... Generator Loss: 0.3226 Epoch 16/25...progress:72.75%....step:2750/3780... Discriminator Loss: 1.2269... Generator Loss: 0.8871 Epoch 16/25...progress:73.02%....step:2760/3780... Discriminator Loss: 1.6871... Generator Loss: 0.4245 Epoch 16/25...progress:73.28%....step:2770/3780... Discriminator Loss: 1.9523... Generator Loss: 0.2712 Epoch 16/25...progress:73.54%....step:2780/3780... Discriminator Loss: 1.3837... Generator Loss: 0.5635 Epoch 16/25...progress:73.81%....step:2790/3780... Discriminator Loss: 1.3802... Generator Loss: 0.5178 Epoch 16/25...progress:74.07%....step:2800/3780... Discriminator Loss: 1.3978... Generator Loss: 0.7000
Epoch 16/25...progress:74.34%....step:2810/3780... Discriminator Loss: 2.1009... Generator Loss: 0.2540 Epoch 16/25...progress:74.60%....step:2820/3780... Discriminator Loss: 1.4147... Generator Loss: 0.5189 Epoch 16/25...progress:74.87%....step:2830/3780... Discriminator Loss: 1.8843... Generator Loss: 0.3326 Epoch 16/25...progress:75.13%....step:2840/3780... Discriminator Loss: 1.4429... Generator Loss: 0.5368 Epoch 16/25...progress:75.40%....step:2850/3780... Discriminator Loss: 2.2171... Generator Loss: 0.2118 Epoch 16/25...progress:75.66%....step:2860/3780... Discriminator Loss: 1.4282... Generator Loss: 0.5161 Epoch 16/25...progress:75.93%....step:2870/3780... Discriminator Loss: 1.8483... Generator Loss: 0.3408 Epoch 16/25...progress:76.19%....step:2880/3780... Discriminator Loss: 1.3374... Generator Loss: 0.7916 Epoch 16/25...progress:76.46%....step:2890/3780... Discriminator Loss: 2.2860... Generator Loss: 0.2329 Epoch 16/25...progress:76.72%....step:2900/3780... Discriminator Loss: 1.4619... Generator Loss: 0.5803 Epoch 16/25...progress:76.98%....step:2910/3780... Discriminator Loss: 1.9278... Generator Loss: 0.3186 Epoch 16/25...progress:77.25%....step:2920/3780... Discriminator Loss: 1.4750... Generator Loss: 0.8211 Epoch 16/25...progress:77.51%....step:2930/3780... Discriminator Loss: 1.8727... Generator Loss: 0.4049 Epoch 16/25...progress:77.78%....step:2940/3780... Discriminator Loss: 2.1003... Generator Loss: 0.2664 Epoch 16/25...progress:78.04%....step:2950/3780... Discriminator Loss: 1.1446... Generator Loss: 0.8071 Epoch 16/25...progress:78.31%....step:2960/3780... Discriminator Loss: 1.6339... Generator Loss: 0.3811 Epoch 16/25...progress:78.57%....step:2970/3780... Discriminator Loss: 1.7770... Generator Loss: 0.3876 Epoch 16/25...progress:78.84%....step:2980/3780... Discriminator Loss: 1.3557... Generator Loss: 0.5856 Epoch 16/25...progress:79.10%....step:2990/3780... Discriminator Loss: 2.1679... Generator Loss: 0.2429 Epoch 16/25...progress:79.37%....step:3000/3780... Discriminator Loss: 1.2635... Generator Loss: 0.6564
Epoch 16/25...progress:79.63%....step:3010/3780... Discriminator Loss: 1.6054... Generator Loss: 0.4261 Epoch 16/25...progress:79.89%....step:3020/3780... Discriminator Loss: 1.0424... Generator Loss: 0.9510 Epoch 16/25...progress:80.16%....step:3030/3780... Discriminator Loss: 1.3108... Generator Loss: 0.6961 Epoch 16/25...progress:80.42%....step:3040/3780... Discriminator Loss: 1.7031... Generator Loss: 0.3667 Epoch 16/25...progress:80.69%....step:3050/3780... Discriminator Loss: 1.6557... Generator Loss: 0.4031 Epoch 16/25...progress:80.95%....step:3060/3780... Discriminator Loss: 1.6985... Generator Loss: 0.4791 Epoch 16/25...progress:81.22%....step:3070/3780... Discriminator Loss: 1.7269... Generator Loss: 0.4598 Epoch 16/25...progress:81.48%....step:3080/3780... Discriminator Loss: 1.8260... Generator Loss: 0.3439 Epoch 16/25...progress:81.75%....step:3090/3780... Discriminator Loss: 1.3654... Generator Loss: 0.5907 Epoch 16/25...progress:82.01%....step:3100/3780... Discriminator Loss: 1.1502... Generator Loss: 0.8613 Epoch 16/25...progress:82.28%....step:3110/3780... Discriminator Loss: 1.2391... Generator Loss: 1.2622 Epoch 16/25...progress:82.54%....step:3120/3780... Discriminator Loss: 1.9103... Generator Loss: 0.3292 Epoch 16/25...progress:82.80%....step:3130/3780... Discriminator Loss: 1.2601... Generator Loss: 0.6152 Epoch 16/25...progress:83.07%....step:3140/3780... Discriminator Loss: 2.0361... Generator Loss: 0.2563 Epoch 16/25...progress:83.33%....step:3150/3780... Discriminator Loss: 1.0247... Generator Loss: 1.1330 Epoch 16/25...progress:83.60%....step:3160/3780... Discriminator Loss: 1.6676... Generator Loss: 0.4041 Epoch 16/25...progress:83.86%....step:3170/3780... Discriminator Loss: 1.6812... Generator Loss: 0.3694 Epoch 16/25...progress:84.13%....step:3180/3780... Discriminator Loss: 1.7714... Generator Loss: 0.3810 Epoch 16/25...progress:84.39%....step:3190/3780... Discriminator Loss: 0.9964... Generator Loss: 1.5415 Epoch 16/25...progress:84.66%....step:3200/3780... Discriminator Loss: 1.2969... Generator Loss: 0.5928
Epoch 16/25...progress:84.92%....step:3210/3780... Discriminator Loss: 1.8037... Generator Loss: 0.3404 Epoch 16/25...progress:85.19%....step:3220/3780... Discriminator Loss: 1.9527... Generator Loss: 0.2656 Epoch 16/25...progress:85.45%....step:3230/3780... Discriminator Loss: 2.3181... Generator Loss: 0.1872 Epoch 16/25...progress:85.71%....step:3240/3780... Discriminator Loss: 2.0951... Generator Loss: 0.2358 Epoch 16/25...progress:85.98%....step:3250/3780... Discriminator Loss: 1.6441... Generator Loss: 0.4167 Epoch 16/25...progress:86.24%....step:3260/3780... Discriminator Loss: 1.3554... Generator Loss: 0.8337 Epoch 16/25...progress:86.51%....step:3270/3780... Discriminator Loss: 2.1000... Generator Loss: 0.2381 Epoch 16/25...progress:86.77%....step:3280/3780... Discriminator Loss: 1.2119... Generator Loss: 0.6946 Epoch 16/25...progress:87.04%....step:3290/3780... Discriminator Loss: 1.1942... Generator Loss: 0.6887 Epoch 16/25...progress:87.30%....step:3300/3780... Discriminator Loss: 1.3262... Generator Loss: 0.6183 Epoch 16/25...progress:87.57%....step:3310/3780... Discriminator Loss: 1.6473... Generator Loss: 0.4163 Epoch 16/25...progress:87.83%....step:3320/3780... Discriminator Loss: 2.0946... Generator Loss: 0.2474 Epoch 16/25...progress:88.10%....step:3330/3780... Discriminator Loss: 1.5031... Generator Loss: 0.5102 Epoch 16/25...progress:88.36%....step:3340/3780... Discriminator Loss: 1.0991... Generator Loss: 0.8590 Epoch 16/25...progress:88.62%....step:3350/3780... Discriminator Loss: 1.9361... Generator Loss: 0.3031 Epoch 16/25...progress:88.89%....step:3360/3780... Discriminator Loss: 2.0458... Generator Loss: 0.2598 Epoch 16/25...progress:89.15%....step:3370/3780... Discriminator Loss: 1.9918... Generator Loss: 0.2681 Epoch 16/25...progress:89.42%....step:3380/3780... Discriminator Loss: 1.7147... Generator Loss: 0.3784 Epoch 16/25...progress:89.68%....step:3390/3780... Discriminator Loss: 1.4737... Generator Loss: 0.4921 Epoch 16/25...progress:89.95%....step:3400/3780... Discriminator Loss: 1.2120... Generator Loss: 0.7586
Epoch 16/25...progress:90.21%....step:3410/3780... Discriminator Loss: 1.1317... Generator Loss: 0.8351 Epoch 16/25...progress:90.48%....step:3420/3780... Discriminator Loss: 1.3309... Generator Loss: 0.5798 Epoch 16/25...progress:90.74%....step:3430/3780... Discriminator Loss: 1.5577... Generator Loss: 0.5395 Epoch 16/25...progress:91.01%....step:3440/3780... Discriminator Loss: 1.3386... Generator Loss: 0.6110 Epoch 16/25...progress:91.27%....step:3450/3780... Discriminator Loss: 1.9772... Generator Loss: 0.2628 Epoch 16/25...progress:91.53%....step:3460/3780... Discriminator Loss: 1.3861... Generator Loss: 0.6391 Epoch 16/25...progress:91.80%....step:3470/3780... Discriminator Loss: 1.2299... Generator Loss: 0.7702 Epoch 16/25...progress:92.06%....step:3480/3780... Discriminator Loss: 1.2944... Generator Loss: 0.6565 Epoch 16/25...progress:92.33%....step:3490/3780... Discriminator Loss: 1.4322... Generator Loss: 2.0027 Epoch 16/25...progress:92.59%....step:3500/3780... Discriminator Loss: 1.4404... Generator Loss: 0.5884 Epoch 16/25...progress:92.86%....step:3510/3780... Discriminator Loss: 2.1401... Generator Loss: 0.2403 Epoch 16/25...progress:93.12%....step:3520/3780... Discriminator Loss: 2.5541... Generator Loss: 0.1697 Epoch 16/25...progress:93.39%....step:3530/3780... Discriminator Loss: 1.4988... Generator Loss: 0.5048 Epoch 16/25...progress:93.65%....step:3540/3780... Discriminator Loss: 1.0869... Generator Loss: 1.1412 Epoch 16/25...progress:93.92%....step:3550/3780... Discriminator Loss: 1.4199... Generator Loss: 0.5465 Epoch 16/25...progress:94.18%....step:3560/3780... Discriminator Loss: 1.3578... Generator Loss: 0.6762 Epoch 16/25...progress:94.44%....step:3570/3780... Discriminator Loss: 1.1437... Generator Loss: 0.8908 Epoch 16/25...progress:94.71%....step:3580/3780... Discriminator Loss: 2.1379... Generator Loss: 0.2667 Epoch 16/25...progress:94.97%....step:3590/3780... Discriminator Loss: 1.9619... Generator Loss: 0.3109 Epoch 16/25...progress:95.24%....step:3600/3780... Discriminator Loss: 2.0089... Generator Loss: 0.2707
Epoch 16/25...progress:95.50%....step:3610/3780... Discriminator Loss: 1.3971... Generator Loss: 0.6717 Epoch 16/25...progress:95.77%....step:3620/3780... Discriminator Loss: 1.9873... Generator Loss: 0.3047 Epoch 16/25...progress:96.03%....step:3630/3780... Discriminator Loss: 2.3118... Generator Loss: 0.2017 Epoch 16/25...progress:96.30%....step:3640/3780... Discriminator Loss: 1.8497... Generator Loss: 0.2809 Epoch 16/25...progress:96.56%....step:3650/3780... Discriminator Loss: 0.8873... Generator Loss: 1.1312 Epoch 16/25...progress:96.83%....step:3660/3780... Discriminator Loss: 1.4329... Generator Loss: 0.5201 Epoch 16/25...progress:97.09%....step:3670/3780... Discriminator Loss: 1.6572... Generator Loss: 0.3840 Epoch 16/25...progress:97.35%....step:3680/3780... Discriminator Loss: 1.6652... Generator Loss: 0.3727 Epoch 16/25...progress:97.62%....step:3690/3780... Discriminator Loss: 1.6295... Generator Loss: 0.3675 Epoch 16/25...progress:97.88%....step:3700/3780... Discriminator Loss: 2.5411... Generator Loss: 0.1448 Epoch 16/25...progress:98.15%....step:3710/3780... Discriminator Loss: 2.0168... Generator Loss: 0.2734 Epoch 16/25...progress:98.41%....step:3720/3780... Discriminator Loss: 1.9430... Generator Loss: 0.3019 Epoch 16/25...progress:98.68%....step:3730/3780... Discriminator Loss: 0.9437... Generator Loss: 1.0782 Epoch 16/25...progress:98.94%....step:3740/3780... Discriminator Loss: 0.9825... Generator Loss: 1.3807 Epoch 16/25...progress:99.21%....step:3750/3780... Discriminator Loss: 1.0925... Generator Loss: 0.8871 Epoch 16/25...progress:99.47%....step:3760/3780... Discriminator Loss: 1.3253... Generator Loss: 0.6370 Epoch 16/25...progress:99.74%....step:3770/3780... Discriminator Loss: 1.3214... Generator Loss: 0.7379 STARTING epoch: 16 , steps: 3780 ........ Epoch 17/25...progress:0.00%....step:0/3780... Discriminator Loss: 2.1121... Generator Loss: 0.2387
Epoch 17/25...progress:0.26%....step:10/3780... Discriminator Loss: 1.4541... Generator Loss: 0.5283 Epoch 17/25...progress:0.53%....step:20/3780... Discriminator Loss: 1.7264... Generator Loss: 0.4093 Epoch 17/25...progress:0.79%....step:30/3780... Discriminator Loss: 1.4381... Generator Loss: 0.5691 Epoch 17/25...progress:1.06%....step:40/3780... Discriminator Loss: 1.9464... Generator Loss: 0.2964 Epoch 17/25...progress:1.32%....step:50/3780... Discriminator Loss: 1.9854... Generator Loss: 1.9102 Epoch 17/25...progress:1.59%....step:60/3780... Discriminator Loss: 2.0725... Generator Loss: 0.2407 Epoch 17/25...progress:1.85%....step:70/3780... Discriminator Loss: 1.5035... Generator Loss: 0.4584 Epoch 17/25...progress:2.12%....step:80/3780... Discriminator Loss: 2.0600... Generator Loss: 0.2648 Epoch 17/25...progress:2.38%....step:90/3780... Discriminator Loss: 2.4515... Generator Loss: 0.1758 Epoch 17/25...progress:2.65%....step:100/3780... Discriminator Loss: 1.4659... Generator Loss: 0.4813 Epoch 17/25...progress:2.91%....step:110/3780... Discriminator Loss: 1.6478... Generator Loss: 0.4023 Epoch 17/25...progress:3.17%....step:120/3780... Discriminator Loss: 2.4621... Generator Loss: 0.1529 Epoch 17/25...progress:3.44%....step:130/3780... Discriminator Loss: 1.8924... Generator Loss: 0.3027 Epoch 17/25...progress:3.70%....step:140/3780... Discriminator Loss: 1.4786... Generator Loss: 0.5114 Epoch 17/25...progress:3.97%....step:150/3780... Discriminator Loss: 1.6096... Generator Loss: 0.4130 Epoch 17/25...progress:4.23%....step:160/3780... Discriminator Loss: 1.9728... Generator Loss: 0.3327 Epoch 17/25...progress:4.50%....step:170/3780... Discriminator Loss: 2.4052... Generator Loss: 0.2150 Epoch 17/25...progress:4.76%....step:180/3780... Discriminator Loss: 1.7104... Generator Loss: 0.3298 Epoch 17/25...progress:5.03%....step:190/3780... Discriminator Loss: 1.1687... Generator Loss: 0.9236 Epoch 17/25...progress:5.29%....step:200/3780... Discriminator Loss: 1.9000... Generator Loss: 0.2839
Epoch 17/25...progress:5.56%....step:210/3780... Discriminator Loss: 2.4594... Generator Loss: 0.1662 Epoch 17/25...progress:5.82%....step:220/3780... Discriminator Loss: 0.9659... Generator Loss: 1.6366 Epoch 17/25...progress:6.08%....step:230/3780... Discriminator Loss: 1.9146... Generator Loss: 0.3016 Epoch 17/25...progress:6.35%....step:240/3780... Discriminator Loss: 1.6020... Generator Loss: 0.4127 Epoch 17/25...progress:6.61%....step:250/3780... Discriminator Loss: 1.2140... Generator Loss: 0.7671 Epoch 17/25...progress:6.88%....step:260/3780... Discriminator Loss: 1.5377... Generator Loss: 0.4879 Epoch 17/25...progress:7.14%....step:270/3780... Discriminator Loss: 2.3309... Generator Loss: 0.1829 Epoch 17/25...progress:7.41%....step:280/3780... Discriminator Loss: 1.3619... Generator Loss: 0.6175 Epoch 17/25...progress:7.67%....step:290/3780... Discriminator Loss: 1.2433... Generator Loss: 0.6544 Epoch 17/25...progress:7.94%....step:300/3780... Discriminator Loss: 2.4124... Generator Loss: 0.1909 Epoch 17/25...progress:8.20%....step:310/3780... Discriminator Loss: 1.4588... Generator Loss: 0.4775 Epoch 17/25...progress:8.47%....step:320/3780... Discriminator Loss: 1.3584... Generator Loss: 0.6782 Epoch 17/25...progress:8.73%....step:330/3780... Discriminator Loss: 1.4049... Generator Loss: 0.5279 Epoch 17/25...progress:8.99%....step:340/3780... Discriminator Loss: 1.8822... Generator Loss: 0.3512 Epoch 17/25...progress:9.26%....step:350/3780... Discriminator Loss: 1.9068... Generator Loss: 0.3205 Epoch 17/25...progress:9.52%....step:360/3780... Discriminator Loss: 1.8027... Generator Loss: 0.3601 Epoch 17/25...progress:9.79%....step:370/3780... Discriminator Loss: 2.4346... Generator Loss: 0.1731 Epoch 17/25...progress:10.05%....step:380/3780... Discriminator Loss: 1.0967... Generator Loss: 0.8817 Epoch 17/25...progress:10.32%....step:390/3780... Discriminator Loss: 2.3794... Generator Loss: 0.2146 Epoch 17/25...progress:10.58%....step:400/3780... Discriminator Loss: 1.1373... Generator Loss: 0.7648
Epoch 17/25...progress:10.85%....step:410/3780... Discriminator Loss: 1.3345... Generator Loss: 1.2544 Epoch 17/25...progress:11.11%....step:420/3780... Discriminator Loss: 1.1495... Generator Loss: 0.8226 Epoch 17/25...progress:11.38%....step:430/3780... Discriminator Loss: 1.4966... Generator Loss: 0.5277 Epoch 17/25...progress:11.64%....step:440/3780... Discriminator Loss: 2.0933... Generator Loss: 1.9117 Epoch 17/25...progress:11.90%....step:450/3780... Discriminator Loss: 1.9058... Generator Loss: 0.2776 Epoch 17/25...progress:12.17%....step:460/3780... Discriminator Loss: 1.3434... Generator Loss: 0.6384 Epoch 17/25...progress:12.43%....step:470/3780... Discriminator Loss: 1.4736... Generator Loss: 0.4728 Epoch 17/25...progress:12.70%....step:480/3780... Discriminator Loss: 0.9982... Generator Loss: 1.0699 Epoch 17/25...progress:12.96%....step:490/3780... Discriminator Loss: 2.2497... Generator Loss: 0.2173 Epoch 17/25...progress:13.23%....step:500/3780... Discriminator Loss: 2.1696... Generator Loss: 2.9841 Epoch 17/25...progress:13.49%....step:510/3780... Discriminator Loss: 2.0431... Generator Loss: 0.2647 Epoch 17/25...progress:13.76%....step:520/3780... Discriminator Loss: 1.9146... Generator Loss: 0.3052 Epoch 17/25...progress:14.02%....step:530/3780... Discriminator Loss: 1.3896... Generator Loss: 0.5073 Epoch 17/25...progress:14.29%....step:540/3780... Discriminator Loss: 1.3413... Generator Loss: 0.5616 Epoch 17/25...progress:14.55%....step:550/3780... Discriminator Loss: 1.7749... Generator Loss: 0.3824 Epoch 17/25...progress:14.81%....step:560/3780... Discriminator Loss: 1.7873... Generator Loss: 0.3546 Epoch 17/25...progress:15.08%....step:570/3780... Discriminator Loss: 1.6302... Generator Loss: 0.5724 Epoch 17/25...progress:15.34%....step:580/3780... Discriminator Loss: 1.5435... Generator Loss: 0.5218 Epoch 17/25...progress:15.61%....step:590/3780... Discriminator Loss: 1.6340... Generator Loss: 0.3893 Epoch 17/25...progress:15.87%....step:600/3780... Discriminator Loss: 0.9853... Generator Loss: 1.4064
Epoch 17/25...progress:16.14%....step:610/3780... Discriminator Loss: 1.6290... Generator Loss: 0.4534 Epoch 17/25...progress:16.40%....step:620/3780... Discriminator Loss: 2.1084... Generator Loss: 0.2150 Epoch 17/25...progress:16.67%....step:630/3780... Discriminator Loss: 2.3441... Generator Loss: 0.2051 Epoch 17/25...progress:16.93%....step:640/3780... Discriminator Loss: 1.7225... Generator Loss: 0.3666 Epoch 17/25...progress:17.20%....step:650/3780... Discriminator Loss: 2.1416... Generator Loss: 0.2585 Epoch 17/25...progress:17.46%....step:660/3780... Discriminator Loss: 2.1043... Generator Loss: 0.2705 Epoch 17/25...progress:17.72%....step:670/3780... Discriminator Loss: 1.2742... Generator Loss: 0.7943 Epoch 17/25...progress:17.99%....step:680/3780... Discriminator Loss: 2.6055... Generator Loss: 0.1399 Epoch 17/25...progress:18.25%....step:690/3780... Discriminator Loss: 2.4929... Generator Loss: 0.1506 Epoch 17/25...progress:18.52%....step:700/3780... Discriminator Loss: 1.0967... Generator Loss: 0.9791 Epoch 17/25...progress:18.78%....step:710/3780... Discriminator Loss: 1.5970... Generator Loss: 0.4525 Epoch 17/25...progress:19.05%....step:720/3780... Discriminator Loss: 1.0879... Generator Loss: 1.0934 Epoch 17/25...progress:19.31%....step:730/3780... Discriminator Loss: 1.4347... Generator Loss: 0.5508 Epoch 17/25...progress:19.58%....step:740/3780... Discriminator Loss: 1.9864... Generator Loss: 0.3039 Epoch 17/25...progress:19.84%....step:750/3780... Discriminator Loss: 2.0772... Generator Loss: 0.2676 Epoch 17/25...progress:20.11%....step:760/3780... Discriminator Loss: 1.8793... Generator Loss: 0.3025 Epoch 17/25...progress:20.37%....step:770/3780... Discriminator Loss: 1.8259... Generator Loss: 0.3184 Epoch 17/25...progress:20.63%....step:780/3780... Discriminator Loss: 1.6558... Generator Loss: 0.4022 Epoch 17/25...progress:20.90%....step:790/3780... Discriminator Loss: 1.3777... Generator Loss: 0.6157 Epoch 17/25...progress:21.16%....step:800/3780... Discriminator Loss: 1.3948... Generator Loss: 0.5341
Epoch 17/25...progress:21.43%....step:810/3780... Discriminator Loss: 1.6324... Generator Loss: 0.6742 Epoch 17/25...progress:21.69%....step:820/3780... Discriminator Loss: 1.3487... Generator Loss: 0.5799 Epoch 17/25...progress:21.96%....step:830/3780... Discriminator Loss: 1.1353... Generator Loss: 0.7590 Epoch 17/25...progress:22.22%....step:840/3780... Discriminator Loss: 1.7892... Generator Loss: 0.3601 Epoch 17/25...progress:22.49%....step:850/3780... Discriminator Loss: 1.3417... Generator Loss: 0.5736 Epoch 17/25...progress:22.75%....step:860/3780... Discriminator Loss: 1.6086... Generator Loss: 0.3976 Epoch 17/25...progress:23.02%....step:870/3780... Discriminator Loss: 1.1767... Generator Loss: 0.8900 Epoch 17/25...progress:23.28%....step:880/3780... Discriminator Loss: 2.1265... Generator Loss: 0.2386 Epoch 17/25...progress:23.54%....step:890/3780... Discriminator Loss: 2.1229... Generator Loss: 0.2139 Epoch 17/25...progress:23.81%....step:900/3780... Discriminator Loss: 1.3678... Generator Loss: 0.6155 Epoch 17/25...progress:24.07%....step:910/3780... Discriminator Loss: 1.6948... Generator Loss: 0.4472 Epoch 17/25...progress:24.34%....step:920/3780... Discriminator Loss: 0.9945... Generator Loss: 1.0356 Epoch 17/25...progress:24.60%....step:930/3780... Discriminator Loss: 1.6988... Generator Loss: 0.4104 Epoch 17/25...progress:24.87%....step:940/3780... Discriminator Loss: 1.5780... Generator Loss: 0.4564 Epoch 17/25...progress:25.13%....step:950/3780... Discriminator Loss: 2.2065... Generator Loss: 0.2209 Epoch 17/25...progress:25.40%....step:960/3780... Discriminator Loss: 1.2396... Generator Loss: 0.8460 Epoch 17/25...progress:25.66%....step:970/3780... Discriminator Loss: 1.8874... Generator Loss: 0.2980 Epoch 17/25...progress:25.93%....step:980/3780... Discriminator Loss: 1.5177... Generator Loss: 0.4755 Epoch 17/25...progress:26.19%....step:990/3780... Discriminator Loss: 1.8700... Generator Loss: 0.2842 Epoch 17/25...progress:26.46%....step:1000/3780... Discriminator Loss: 1.5822... Generator Loss: 0.4904
Epoch 17/25...progress:26.72%....step:1010/3780... Discriminator Loss: 1.9866... Generator Loss: 0.2743 Epoch 17/25...progress:26.98%....step:1020/3780... Discriminator Loss: 2.1815... Generator Loss: 0.2336 Epoch 17/25...progress:27.25%....step:1030/3780... Discriminator Loss: 1.6931... Generator Loss: 0.4193 Epoch 17/25...progress:27.51%....step:1040/3780... Discriminator Loss: 1.2412... Generator Loss: 0.9531 Epoch 17/25...progress:27.78%....step:1050/3780... Discriminator Loss: 2.4788... Generator Loss: 0.1862 Epoch 17/25...progress:28.04%....step:1060/3780... Discriminator Loss: 0.9033... Generator Loss: 1.0875 Epoch 17/25...progress:28.31%....step:1070/3780... Discriminator Loss: 1.0856... Generator Loss: 0.8353 Epoch 17/25...progress:28.57%....step:1080/3780... Discriminator Loss: 1.3521... Generator Loss: 0.5915 Epoch 17/25...progress:28.84%....step:1090/3780... Discriminator Loss: 1.8867... Generator Loss: 0.3002 Epoch 17/25...progress:29.10%....step:1100/3780... Discriminator Loss: 1.9557... Generator Loss: 0.2833 Epoch 17/25...progress:29.37%....step:1110/3780... Discriminator Loss: 2.1691... Generator Loss: 0.2404 Epoch 17/25...progress:29.63%....step:1120/3780... Discriminator Loss: 1.4412... Generator Loss: 0.5073 Epoch 17/25...progress:29.89%....step:1130/3780... Discriminator Loss: 1.8129... Generator Loss: 0.3461 Epoch 17/25...progress:30.16%....step:1140/3780... Discriminator Loss: 1.0856... Generator Loss: 0.8812 Epoch 17/25...progress:30.42%....step:1150/3780... Discriminator Loss: 1.0014... Generator Loss: 1.6006 Epoch 17/25...progress:30.69%....step:1160/3780... Discriminator Loss: 1.8436... Generator Loss: 0.3346 Epoch 17/25...progress:30.95%....step:1170/3780... Discriminator Loss: 1.4960... Generator Loss: 0.5935 Epoch 17/25...progress:31.22%....step:1180/3780... Discriminator Loss: 1.4513... Generator Loss: 0.9548 Epoch 17/25...progress:31.48%....step:1190/3780... Discriminator Loss: 1.6977... Generator Loss: 0.4171 Epoch 17/25...progress:31.75%....step:1200/3780... Discriminator Loss: 2.4225... Generator Loss: 0.1675
Epoch 17/25...progress:32.01%....step:1210/3780... Discriminator Loss: 1.7890... Generator Loss: 0.3465 Epoch 17/25...progress:32.28%....step:1220/3780... Discriminator Loss: 1.3367... Generator Loss: 0.6871 Epoch 17/25...progress:32.54%....step:1230/3780... Discriminator Loss: 1.1555... Generator Loss: 0.7973 Epoch 17/25...progress:32.80%....step:1240/3780... Discriminator Loss: 1.6428... Generator Loss: 0.3868 Epoch 17/25...progress:33.07%....step:1250/3780... Discriminator Loss: 1.7258... Generator Loss: 0.3384 Epoch 17/25...progress:33.33%....step:1260/3780... Discriminator Loss: 1.4745... Generator Loss: 0.4775 Epoch 17/25...progress:33.60%....step:1270/3780... Discriminator Loss: 1.9814... Generator Loss: 0.2938 Epoch 17/25...progress:33.86%....step:1280/3780... Discriminator Loss: 1.1771... Generator Loss: 0.7311 Epoch 17/25...progress:34.13%....step:1290/3780... Discriminator Loss: 1.8187... Generator Loss: 0.3358 Epoch 17/25...progress:34.39%....step:1300/3780... Discriminator Loss: 1.4477... Generator Loss: 0.5055 Epoch 17/25...progress:34.66%....step:1310/3780... Discriminator Loss: 1.5290... Generator Loss: 0.5104 Epoch 17/25...progress:34.92%....step:1320/3780... Discriminator Loss: 1.3454... Generator Loss: 0.8343 Epoch 17/25...progress:35.19%....step:1330/3780... Discriminator Loss: 2.2639... Generator Loss: 0.2146 Epoch 17/25...progress:35.45%....step:1340/3780... Discriminator Loss: 1.3877... Generator Loss: 0.5208 Epoch 17/25...progress:35.71%....step:1350/3780... Discriminator Loss: 1.2364... Generator Loss: 0.6771 Epoch 17/25...progress:35.98%....step:1360/3780... Discriminator Loss: 1.5735... Generator Loss: 0.4857 Epoch 17/25...progress:36.24%....step:1370/3780... Discriminator Loss: 1.8772... Generator Loss: 0.2807 Epoch 17/25...progress:36.51%....step:1380/3780... Discriminator Loss: 1.5067... Generator Loss: 0.5289 Epoch 17/25...progress:36.77%....step:1390/3780... Discriminator Loss: 1.5098... Generator Loss: 0.5074 Epoch 17/25...progress:37.04%....step:1400/3780... Discriminator Loss: 1.6908... Generator Loss: 0.3340
Epoch 17/25...progress:37.30%....step:1410/3780... Discriminator Loss: 1.9606... Generator Loss: 0.2841 Epoch 17/25...progress:37.57%....step:1420/3780... Discriminator Loss: 1.0337... Generator Loss: 0.8514 Epoch 17/25...progress:37.83%....step:1430/3780... Discriminator Loss: 1.9532... Generator Loss: 0.2761 Epoch 17/25...progress:38.10%....step:1440/3780... Discriminator Loss: 1.9520... Generator Loss: 0.2763 Epoch 17/25...progress:38.36%....step:1450/3780... Discriminator Loss: 0.9871... Generator Loss: 1.0452 Epoch 17/25...progress:38.62%....step:1460/3780... Discriminator Loss: 1.9747... Generator Loss: 0.2849 Epoch 17/25...progress:38.89%....step:1470/3780... Discriminator Loss: 0.9609... Generator Loss: 0.9505 Epoch 17/25...progress:39.15%....step:1480/3780... Discriminator Loss: 1.4521... Generator Loss: 0.5354 Epoch 17/25...progress:39.42%....step:1490/3780... Discriminator Loss: 1.2708... Generator Loss: 0.6901 Epoch 17/25...progress:39.68%....step:1500/3780... Discriminator Loss: 1.8182... Generator Loss: 0.3166 Epoch 17/25...progress:39.95%....step:1510/3780... Discriminator Loss: 1.5136... Generator Loss: 0.4671 Epoch 17/25...progress:40.21%....step:1520/3780... Discriminator Loss: 1.5450... Generator Loss: 0.4570 Epoch 17/25...progress:40.48%....step:1530/3780... Discriminator Loss: 1.5853... Generator Loss: 0.5189 Epoch 17/25...progress:40.74%....step:1540/3780... Discriminator Loss: 1.0944... Generator Loss: 0.8827 Epoch 17/25...progress:41.01%....step:1550/3780... Discriminator Loss: 1.7572... Generator Loss: 0.4002 Epoch 17/25...progress:41.27%....step:1560/3780... Discriminator Loss: 1.4772... Generator Loss: 0.4881 Epoch 17/25...progress:41.53%....step:1570/3780... Discriminator Loss: 2.6693... Generator Loss: 0.1539 Epoch 17/25...progress:41.80%....step:1580/3780... Discriminator Loss: 1.4915... Generator Loss: 0.6519 Epoch 17/25...progress:42.06%....step:1590/3780... Discriminator Loss: 1.1755... Generator Loss: 0.8163 Epoch 17/25...progress:42.33%....step:1600/3780... Discriminator Loss: 1.1299... Generator Loss: 0.7626
Epoch 17/25...progress:42.59%....step:1610/3780... Discriminator Loss: 1.2401... Generator Loss: 0.9592 Epoch 17/25...progress:42.86%....step:1620/3780... Discriminator Loss: 1.1414... Generator Loss: 0.7359 Epoch 17/25...progress:43.12%....step:1630/3780... Discriminator Loss: 1.9909... Generator Loss: 0.2932 Epoch 17/25...progress:43.39%....step:1640/3780... Discriminator Loss: 1.0893... Generator Loss: 0.9634 Epoch 17/25...progress:43.65%....step:1650/3780... Discriminator Loss: 1.9521... Generator Loss: 0.2944 Epoch 17/25...progress:43.92%....step:1660/3780... Discriminator Loss: 1.9760... Generator Loss: 0.3225 Epoch 17/25...progress:44.18%....step:1670/3780... Discriminator Loss: 1.0950... Generator Loss: 0.8929 Epoch 17/25...progress:44.44%....step:1680/3780... Discriminator Loss: 1.2403... Generator Loss: 0.6455 Epoch 17/25...progress:44.71%....step:1690/3780... Discriminator Loss: 2.5992... Generator Loss: 0.1438 Epoch 17/25...progress:44.97%....step:1700/3780... Discriminator Loss: 1.2413... Generator Loss: 0.6333 Epoch 17/25...progress:45.24%....step:1710/3780... Discriminator Loss: 1.4663... Generator Loss: 0.5056 Epoch 17/25...progress:45.50%....step:1720/3780... Discriminator Loss: 0.8989... Generator Loss: 1.2775 Epoch 17/25...progress:45.77%....step:1730/3780... Discriminator Loss: 1.5119... Generator Loss: 0.5034 Epoch 17/25...progress:46.03%....step:1740/3780... Discriminator Loss: 1.6557... Generator Loss: 0.4193 Epoch 17/25...progress:46.30%....step:1750/3780... Discriminator Loss: 1.8074... Generator Loss: 0.3481 Epoch 17/25...progress:46.56%....step:1760/3780... Discriminator Loss: 1.3712... Generator Loss: 0.5350 Epoch 17/25...progress:46.83%....step:1770/3780... Discriminator Loss: 1.5814... Generator Loss: 0.5338 Epoch 17/25...progress:47.09%....step:1780/3780... Discriminator Loss: 1.1384... Generator Loss: 1.3006 Epoch 17/25...progress:47.35%....step:1790/3780... Discriminator Loss: 1.2023... Generator Loss: 0.9786 Epoch 17/25...progress:47.62%....step:1800/3780... Discriminator Loss: 1.4014... Generator Loss: 0.5865
Epoch 17/25...progress:47.88%....step:1810/3780... Discriminator Loss: 1.3669... Generator Loss: 0.6094 Epoch 17/25...progress:48.15%....step:1820/3780... Discriminator Loss: 1.8245... Generator Loss: 0.3100 Epoch 17/25...progress:48.41%....step:1830/3780... Discriminator Loss: 2.2914... Generator Loss: 0.1871 Epoch 17/25...progress:48.68%....step:1840/3780... Discriminator Loss: 1.4744... Generator Loss: 0.5128 Epoch 17/25...progress:48.94%....step:1850/3780... Discriminator Loss: 0.9691... Generator Loss: 1.0773 Epoch 17/25...progress:49.21%....step:1860/3780... Discriminator Loss: 1.8764... Generator Loss: 0.3041 Epoch 17/25...progress:49.47%....step:1870/3780... Discriminator Loss: 1.4063... Generator Loss: 0.5319 Epoch 17/25...progress:49.74%....step:1880/3780... Discriminator Loss: 2.1055... Generator Loss: 0.2795 Epoch 17/25...progress:50.00%....step:1890/3780... Discriminator Loss: 1.1791... Generator Loss: 1.8205 Epoch 17/25...progress:50.26%....step:1900/3780... Discriminator Loss: 1.3990... Generator Loss: 0.5249 Epoch 17/25...progress:50.53%....step:1910/3780... Discriminator Loss: 1.5738... Generator Loss: 0.4276 Epoch 17/25...progress:50.79%....step:1920/3780... Discriminator Loss: 2.2143... Generator Loss: 0.2219 Epoch 17/25...progress:51.06%....step:1930/3780... Discriminator Loss: 2.1483... Generator Loss: 0.2101 Epoch 17/25...progress:51.32%....step:1940/3780... Discriminator Loss: 0.9686... Generator Loss: 1.0535 Epoch 17/25...progress:51.59%....step:1950/3780... Discriminator Loss: 2.2981... Generator Loss: 0.2965 Epoch 17/25...progress:51.85%....step:1960/3780... Discriminator Loss: 1.6034... Generator Loss: 0.4263 Epoch 17/25...progress:52.12%....step:1970/3780... Discriminator Loss: 1.1783... Generator Loss: 0.8318 Epoch 17/25...progress:52.38%....step:1980/3780... Discriminator Loss: 1.8332... Generator Loss: 0.2853 Epoch 17/25...progress:52.65%....step:1990/3780... Discriminator Loss: 1.7726... Generator Loss: 0.3299 Epoch 17/25...progress:52.91%....step:2000/3780... Discriminator Loss: 1.6228... Generator Loss: 0.3993
Epoch 17/25...progress:53.17%....step:2010/3780... Discriminator Loss: 1.5546... Generator Loss: 0.4450 Epoch 17/25...progress:53.44%....step:2020/3780... Discriminator Loss: 1.6524... Generator Loss: 0.4250 Epoch 17/25...progress:53.70%....step:2030/3780... Discriminator Loss: 1.2448... Generator Loss: 1.2382 Epoch 17/25...progress:53.97%....step:2040/3780... Discriminator Loss: 1.1873... Generator Loss: 0.7000 Epoch 17/25...progress:54.23%....step:2050/3780... Discriminator Loss: 1.3819... Generator Loss: 0.6155 Epoch 17/25...progress:54.50%....step:2060/3780... Discriminator Loss: 1.7762... Generator Loss: 1.4606 Epoch 17/25...progress:54.76%....step:2070/3780... Discriminator Loss: 1.1325... Generator Loss: 0.7304 Epoch 17/25...progress:55.03%....step:2080/3780... Discriminator Loss: 1.4393... Generator Loss: 0.5560 Epoch 17/25...progress:55.29%....step:2090/3780... Discriminator Loss: 1.4257... Generator Loss: 0.5354 Epoch 17/25...progress:55.56%....step:2100/3780... Discriminator Loss: 1.3525... Generator Loss: 0.7695 Epoch 17/25...progress:55.82%....step:2110/3780... Discriminator Loss: 2.2035... Generator Loss: 0.2710 Epoch 17/25...progress:56.08%....step:2120/3780... Discriminator Loss: 1.6236... Generator Loss: 0.4587 Epoch 17/25...progress:56.35%....step:2130/3780... Discriminator Loss: 1.4275... Generator Loss: 0.4929 Epoch 17/25...progress:56.61%....step:2140/3780... Discriminator Loss: 1.7271... Generator Loss: 0.3757 Epoch 17/25...progress:56.88%....step:2150/3780... Discriminator Loss: 1.4442... Generator Loss: 0.5179 Epoch 17/25...progress:57.14%....step:2160/3780... Discriminator Loss: 1.4860... Generator Loss: 0.5608 Epoch 17/25...progress:57.41%....step:2170/3780... Discriminator Loss: 1.0591... Generator Loss: 0.8003 Epoch 17/25...progress:57.67%....step:2180/3780... Discriminator Loss: 1.3988... Generator Loss: 0.5982 Epoch 17/25...progress:57.94%....step:2190/3780... Discriminator Loss: 1.7692... Generator Loss: 0.3275 Epoch 17/25...progress:58.20%....step:2200/3780... Discriminator Loss: 1.7562... Generator Loss: 0.3664
Epoch 17/25...progress:58.47%....step:2210/3780... Discriminator Loss: 1.7250... Generator Loss: 0.4111 Epoch 17/25...progress:58.73%....step:2220/3780... Discriminator Loss: 1.2302... Generator Loss: 0.7288 Epoch 17/25...progress:58.99%....step:2230/3780... Discriminator Loss: 1.3144... Generator Loss: 0.7233 Epoch 17/25...progress:59.26%....step:2240/3780... Discriminator Loss: 1.7260... Generator Loss: 0.3368 Epoch 17/25...progress:59.52%....step:2250/3780... Discriminator Loss: 1.5800... Generator Loss: 0.4373 Epoch 17/25...progress:59.79%....step:2260/3780... Discriminator Loss: 1.8857... Generator Loss: 0.4250 Epoch 17/25...progress:60.05%....step:2270/3780... Discriminator Loss: 2.3821... Generator Loss: 0.1839 Epoch 17/25...progress:60.32%....step:2280/3780... Discriminator Loss: 1.4750... Generator Loss: 0.5041 Epoch 17/25...progress:60.58%....step:2290/3780... Discriminator Loss: 1.4040... Generator Loss: 1.4785 Epoch 17/25...progress:60.85%....step:2300/3780... Discriminator Loss: 1.3577... Generator Loss: 0.5113 Epoch 17/25...progress:61.11%....step:2310/3780... Discriminator Loss: 1.3236... Generator Loss: 0.5954 Epoch 17/25...progress:61.38%....step:2320/3780... Discriminator Loss: 1.0590... Generator Loss: 0.7878 Epoch 17/25...progress:61.64%....step:2330/3780... Discriminator Loss: 1.6201... Generator Loss: 0.4323 Epoch 17/25...progress:61.90%....step:2340/3780... Discriminator Loss: 2.0626... Generator Loss: 0.2641 Epoch 17/25...progress:62.17%....step:2350/3780... Discriminator Loss: 1.0252... Generator Loss: 1.0584 Epoch 17/25...progress:62.43%....step:2360/3780... Discriminator Loss: 1.6080... Generator Loss: 0.9371 Epoch 17/25...progress:62.70%....step:2370/3780... Discriminator Loss: 2.3898... Generator Loss: 0.1930 Epoch 17/25...progress:62.96%....step:2380/3780... Discriminator Loss: 2.0524... Generator Loss: 0.2880 Epoch 17/25...progress:63.23%....step:2390/3780... Discriminator Loss: 1.5121... Generator Loss: 0.4470 Epoch 17/25...progress:63.49%....step:2400/3780... Discriminator Loss: 1.2407... Generator Loss: 0.7085
Epoch 17/25...progress:63.76%....step:2410/3780... Discriminator Loss: 1.4544... Generator Loss: 0.4948 Epoch 17/25...progress:64.02%....step:2420/3780... Discriminator Loss: 1.6803... Generator Loss: 0.4198 Epoch 17/25...progress:64.29%....step:2430/3780... Discriminator Loss: 2.5055... Generator Loss: 0.1526 Epoch 17/25...progress:64.55%....step:2440/3780... Discriminator Loss: 1.4426... Generator Loss: 0.8150 Epoch 17/25...progress:64.81%....step:2450/3780... Discriminator Loss: 1.6225... Generator Loss: 0.4264 Epoch 17/25...progress:65.08%....step:2460/3780... Discriminator Loss: 1.6277... Generator Loss: 0.4409 Epoch 17/25...progress:65.34%....step:2470/3780... Discriminator Loss: 1.8687... Generator Loss: 0.3064 Epoch 17/25...progress:65.61%....step:2480/3780... Discriminator Loss: 1.1474... Generator Loss: 0.7466 Epoch 17/25...progress:65.87%....step:2490/3780... Discriminator Loss: 0.8928... Generator Loss: 1.0553 Epoch 17/25...progress:66.14%....step:2500/3780... Discriminator Loss: 1.2465... Generator Loss: 0.7730 Epoch 17/25...progress:66.40%....step:2510/3780... Discriminator Loss: 1.7150... Generator Loss: 0.3645 Epoch 17/25...progress:66.67%....step:2520/3780... Discriminator Loss: 2.0435... Generator Loss: 0.2653 Epoch 17/25...progress:66.93%....step:2530/3780... Discriminator Loss: 1.8049... Generator Loss: 0.3439 Epoch 17/25...progress:67.20%....step:2540/3780... Discriminator Loss: 1.4232... Generator Loss: 0.5355 Epoch 17/25...progress:67.46%....step:2550/3780... Discriminator Loss: 1.8659... Generator Loss: 0.3227 Epoch 17/25...progress:67.72%....step:2560/3780... Discriminator Loss: 1.2857... Generator Loss: 0.6085 Epoch 17/25...progress:67.99%....step:2570/3780... Discriminator Loss: 1.3622... Generator Loss: 0.5763 Epoch 17/25...progress:68.25%....step:2580/3780... Discriminator Loss: 1.8813... Generator Loss: 0.2941 Epoch 17/25...progress:68.52%....step:2590/3780... Discriminator Loss: 1.6774... Generator Loss: 0.4256 Epoch 17/25...progress:68.78%....step:2600/3780... Discriminator Loss: 1.5497... Generator Loss: 0.5046
Epoch 17/25...progress:69.05%....step:2610/3780... Discriminator Loss: 2.2997... Generator Loss: 0.1960 Epoch 17/25...progress:69.31%....step:2620/3780... Discriminator Loss: 2.0474... Generator Loss: 0.2657 Epoch 17/25...progress:69.58%....step:2630/3780... Discriminator Loss: 2.3534... Generator Loss: 0.1787 Epoch 17/25...progress:69.84%....step:2640/3780... Discriminator Loss: 1.2578... Generator Loss: 0.9595 Epoch 17/25...progress:70.11%....step:2650/3780... Discriminator Loss: 1.7513... Generator Loss: 0.3354 Epoch 17/25...progress:70.37%....step:2660/3780... Discriminator Loss: 1.7150... Generator Loss: 0.4070 Epoch 17/25...progress:70.63%....step:2670/3780... Discriminator Loss: 1.3459... Generator Loss: 0.6168 Epoch 17/25...progress:70.90%....step:2680/3780... Discriminator Loss: 2.1518... Generator Loss: 0.2217 Epoch 17/25...progress:71.16%....step:2690/3780... Discriminator Loss: 1.2289... Generator Loss: 1.0325 Epoch 17/25...progress:71.43%....step:2700/3780... Discriminator Loss: 1.2667... Generator Loss: 0.6937 Epoch 17/25...progress:71.69%....step:2710/3780... Discriminator Loss: 1.6856... Generator Loss: 0.3724 Epoch 17/25...progress:71.96%....step:2720/3780... Discriminator Loss: 2.8669... Generator Loss: 0.1141 Epoch 17/25...progress:72.22%....step:2730/3780... Discriminator Loss: 1.2128... Generator Loss: 1.1495 Epoch 17/25...progress:72.49%....step:2740/3780... Discriminator Loss: 2.1499... Generator Loss: 0.2158 Epoch 17/25...progress:72.75%....step:2750/3780... Discriminator Loss: 1.8977... Generator Loss: 0.3033 Epoch 17/25...progress:73.02%....step:2760/3780... Discriminator Loss: 1.8832... Generator Loss: 0.2834 Epoch 17/25...progress:73.28%....step:2770/3780... Discriminator Loss: 1.2283... Generator Loss: 0.7265 Epoch 17/25...progress:73.54%....step:2780/3780... Discriminator Loss: 1.5338... Generator Loss: 0.4806 Epoch 17/25...progress:73.81%....step:2790/3780... Discriminator Loss: 1.2172... Generator Loss: 0.7026 Epoch 17/25...progress:74.07%....step:2800/3780... Discriminator Loss: 1.3316... Generator Loss: 0.5678
Epoch 17/25...progress:74.34%....step:2810/3780... Discriminator Loss: 2.4354... Generator Loss: 0.1680 Epoch 17/25...progress:74.60%....step:2820/3780... Discriminator Loss: 1.5479... Generator Loss: 0.4870 Epoch 17/25...progress:74.87%....step:2830/3780... Discriminator Loss: 1.0847... Generator Loss: 1.2637 Epoch 17/25...progress:75.13%....step:2840/3780... Discriminator Loss: 1.1363... Generator Loss: 1.0879 Epoch 17/25...progress:75.40%....step:2850/3780... Discriminator Loss: 1.5704... Generator Loss: 0.4199 Epoch 17/25...progress:75.66%....step:2860/3780... Discriminator Loss: 1.9148... Generator Loss: 0.2905 Epoch 17/25...progress:75.93%....step:2870/3780... Discriminator Loss: 1.7083... Generator Loss: 0.3958 Epoch 17/25...progress:76.19%....step:2880/3780... Discriminator Loss: 1.7186... Generator Loss: 0.3336 Epoch 17/25...progress:76.46%....step:2890/3780... Discriminator Loss: 1.6780... Generator Loss: 0.5272 Epoch 17/25...progress:76.72%....step:2900/3780... Discriminator Loss: 1.5960... Generator Loss: 0.4071 Epoch 17/25...progress:76.98%....step:2910/3780... Discriminator Loss: 1.1499... Generator Loss: 0.8609 Epoch 17/25...progress:77.25%....step:2920/3780... Discriminator Loss: 1.3047... Generator Loss: 1.0907 Epoch 17/25...progress:77.51%....step:2930/3780... Discriminator Loss: 2.2038... Generator Loss: 0.2671 Epoch 17/25...progress:77.78%....step:2940/3780... Discriminator Loss: 1.5498... Generator Loss: 0.4498 Epoch 17/25...progress:78.04%....step:2950/3780... Discriminator Loss: 1.8002... Generator Loss: 0.3628 Epoch 17/25...progress:78.31%....step:2960/3780... Discriminator Loss: 1.6892... Generator Loss: 0.4183 Epoch 17/25...progress:78.57%....step:2970/3780... Discriminator Loss: 1.7183... Generator Loss: 0.3799 Epoch 17/25...progress:78.84%....step:2980/3780... Discriminator Loss: 1.7725... Generator Loss: 0.3686 Epoch 17/25...progress:79.10%....step:2990/3780... Discriminator Loss: 1.6005... Generator Loss: 0.5169 Epoch 17/25...progress:79.37%....step:3000/3780... Discriminator Loss: 1.0638... Generator Loss: 0.7875
Epoch 17/25...progress:79.63%....step:3010/3780... Discriminator Loss: 1.2237... Generator Loss: 0.9494 Epoch 17/25...progress:79.89%....step:3020/3780... Discriminator Loss: 1.2368... Generator Loss: 0.6806 Epoch 17/25...progress:80.16%....step:3030/3780... Discriminator Loss: 1.6457... Generator Loss: 0.4745 Epoch 17/25...progress:80.42%....step:3040/3780... Discriminator Loss: 2.2552... Generator Loss: 0.1916 Epoch 17/25...progress:80.69%....step:3050/3780... Discriminator Loss: 2.0622... Generator Loss: 0.2561 Epoch 17/25...progress:80.95%....step:3060/3780... Discriminator Loss: 1.8760... Generator Loss: 0.3001 Epoch 17/25...progress:81.22%....step:3070/3780... Discriminator Loss: 1.0960... Generator Loss: 0.9131 Epoch 17/25...progress:81.48%....step:3080/3780... Discriminator Loss: 2.0948... Generator Loss: 0.2610 Epoch 17/25...progress:81.75%....step:3090/3780... Discriminator Loss: 1.9187... Generator Loss: 0.3193 Epoch 17/25...progress:82.01%....step:3100/3780... Discriminator Loss: 1.2799... Generator Loss: 0.6096 Epoch 17/25...progress:82.28%....step:3110/3780... Discriminator Loss: 1.2836... Generator Loss: 0.9103 Epoch 17/25...progress:82.54%....step:3120/3780... Discriminator Loss: 2.1681... Generator Loss: 0.2754 Epoch 17/25...progress:82.80%....step:3130/3780... Discriminator Loss: 1.3189... Generator Loss: 0.5780 Epoch 17/25...progress:83.07%....step:3140/3780... Discriminator Loss: 2.6307... Generator Loss: 0.1609 Epoch 17/25...progress:83.33%....step:3150/3780... Discriminator Loss: 1.1509... Generator Loss: 1.0185 Epoch 17/25...progress:83.60%....step:3160/3780... Discriminator Loss: 1.6919... Generator Loss: 0.4039 Epoch 17/25...progress:83.86%....step:3170/3780... Discriminator Loss: 1.9117... Generator Loss: 0.2871 Epoch 17/25...progress:84.13%....step:3180/3780... Discriminator Loss: 1.7316... Generator Loss: 0.4155 Epoch 17/25...progress:84.39%....step:3190/3780... Discriminator Loss: 1.3892... Generator Loss: 0.6205 Epoch 17/25...progress:84.66%....step:3200/3780... Discriminator Loss: 0.7684... Generator Loss: 1.6342
Epoch 17/25...progress:84.92%....step:3210/3780... Discriminator Loss: 2.6267... Generator Loss: 0.1434 Epoch 17/25...progress:85.19%....step:3220/3780... Discriminator Loss: 2.1557... Generator Loss: 0.2026 Epoch 17/25...progress:85.45%....step:3230/3780... Discriminator Loss: 2.6042... Generator Loss: 0.1515 Epoch 17/25...progress:85.71%....step:3240/3780... Discriminator Loss: 1.5571... Generator Loss: 0.4594 Epoch 17/25...progress:85.98%....step:3250/3780... Discriminator Loss: 1.1043... Generator Loss: 0.7776 Epoch 17/25...progress:86.24%....step:3260/3780... Discriminator Loss: 1.4388... Generator Loss: 0.5771 Epoch 17/25...progress:86.51%....step:3270/3780... Discriminator Loss: 2.3498... Generator Loss: 0.2028 Epoch 17/25...progress:86.77%....step:3280/3780... Discriminator Loss: 1.2828... Generator Loss: 0.7346 Epoch 17/25...progress:87.04%....step:3290/3780... Discriminator Loss: 1.8444... Generator Loss: 0.3085 Epoch 17/25...progress:87.30%....step:3300/3780... Discriminator Loss: 1.3423... Generator Loss: 0.5668 Epoch 17/25...progress:87.57%....step:3310/3780... Discriminator Loss: 1.5053... Generator Loss: 0.4385 Epoch 17/25...progress:87.83%....step:3320/3780... Discriminator Loss: 2.1053... Generator Loss: 0.2506 Epoch 17/25...progress:88.10%....step:3330/3780... Discriminator Loss: 2.1205... Generator Loss: 0.2723 Epoch 17/25...progress:88.36%....step:3340/3780... Discriminator Loss: 1.5692... Generator Loss: 0.5867 Epoch 17/25...progress:88.62%....step:3350/3780... Discriminator Loss: 1.8327... Generator Loss: 0.3200 Epoch 17/25...progress:88.89%....step:3360/3780... Discriminator Loss: 2.0560... Generator Loss: 0.2636 Epoch 17/25...progress:89.15%....step:3370/3780... Discriminator Loss: 1.4739... Generator Loss: 0.5937 Epoch 17/25...progress:89.42%....step:3380/3780... Discriminator Loss: 2.0494... Generator Loss: 0.2742 Epoch 17/25...progress:89.68%....step:3390/3780... Discriminator Loss: 1.2885... Generator Loss: 0.6419 Epoch 17/25...progress:89.95%....step:3400/3780... Discriminator Loss: 1.4638... Generator Loss: 0.5013
Epoch 17/25...progress:90.21%....step:3410/3780... Discriminator Loss: 1.9890... Generator Loss: 0.3227 Epoch 17/25...progress:90.48%....step:3420/3780... Discriminator Loss: 1.6114... Generator Loss: 0.3759 Epoch 17/25...progress:90.74%....step:3430/3780... Discriminator Loss: 1.9127... Generator Loss: 0.2844 Epoch 17/25...progress:91.01%....step:3440/3780... Discriminator Loss: 1.6509... Generator Loss: 0.6501 Epoch 17/25...progress:91.27%....step:3450/3780... Discriminator Loss: 1.6027... Generator Loss: 0.4329 Epoch 17/25...progress:91.53%....step:3460/3780... Discriminator Loss: 1.4541... Generator Loss: 0.5517 Epoch 17/25...progress:91.80%....step:3470/3780... Discriminator Loss: 1.6795... Generator Loss: 0.4453 Epoch 17/25...progress:92.06%....step:3480/3780... Discriminator Loss: 1.7654... Generator Loss: 0.3482 Epoch 17/25...progress:92.33%....step:3490/3780... Discriminator Loss: 1.8561... Generator Loss: 0.2887 Epoch 17/25...progress:92.59%....step:3500/3780... Discriminator Loss: 1.2784... Generator Loss: 0.6655 Epoch 17/25...progress:92.86%....step:3510/3780... Discriminator Loss: 1.6956... Generator Loss: 0.3752 Epoch 17/25...progress:93.12%....step:3520/3780... Discriminator Loss: 1.7236... Generator Loss: 0.3465 Epoch 17/25...progress:93.39%....step:3530/3780... Discriminator Loss: 1.3633... Generator Loss: 0.6528 Epoch 17/25...progress:93.65%....step:3540/3780... Discriminator Loss: 1.0020... Generator Loss: 1.2187 Epoch 17/25...progress:93.92%....step:3550/3780... Discriminator Loss: 1.3324... Generator Loss: 0.6463 Epoch 17/25...progress:94.18%....step:3560/3780... Discriminator Loss: 2.0718... Generator Loss: 0.2478 Epoch 17/25...progress:94.44%....step:3570/3780... Discriminator Loss: 1.6187... Generator Loss: 0.4071 Epoch 17/25...progress:94.71%....step:3580/3780... Discriminator Loss: 1.0892... Generator Loss: 1.2554 Epoch 17/25...progress:94.97%....step:3590/3780... Discriminator Loss: 2.0832... Generator Loss: 0.2301 Epoch 17/25...progress:95.24%....step:3600/3780... Discriminator Loss: 2.0942... Generator Loss: 0.2360
Epoch 17/25...progress:95.50%....step:3610/3780... Discriminator Loss: 1.5031... Generator Loss: 0.4809 Epoch 17/25...progress:95.77%....step:3620/3780... Discriminator Loss: 1.4772... Generator Loss: 0.5061 Epoch 17/25...progress:96.03%....step:3630/3780... Discriminator Loss: 2.0082... Generator Loss: 0.2664 Epoch 17/25...progress:96.30%....step:3640/3780... Discriminator Loss: 2.2136... Generator Loss: 0.2521 Epoch 17/25...progress:96.56%....step:3650/3780... Discriminator Loss: 1.1965... Generator Loss: 0.6512 Epoch 17/25...progress:96.83%....step:3660/3780... Discriminator Loss: 1.7157... Generator Loss: 0.3695 Epoch 17/25...progress:97.09%....step:3670/3780... Discriminator Loss: 2.3750... Generator Loss: 0.1669 Epoch 17/25...progress:97.35%....step:3680/3780... Discriminator Loss: 1.6996... Generator Loss: 0.3876 Epoch 17/25...progress:97.62%....step:3690/3780... Discriminator Loss: 1.5527... Generator Loss: 0.5051 Epoch 17/25...progress:97.88%....step:3700/3780... Discriminator Loss: 1.1754... Generator Loss: 0.8547 Epoch 17/25...progress:98.15%....step:3710/3780... Discriminator Loss: 1.6846... Generator Loss: 0.5618 Epoch 17/25...progress:98.41%....step:3720/3780... Discriminator Loss: 2.1923... Generator Loss: 0.2051 Epoch 17/25...progress:98.68%....step:3730/3780... Discriminator Loss: 1.2281... Generator Loss: 0.7472 Epoch 17/25...progress:98.94%....step:3740/3780... Discriminator Loss: 1.0553... Generator Loss: 1.5491 Epoch 17/25...progress:99.21%....step:3750/3780... Discriminator Loss: 1.0265... Generator Loss: 0.8842 Epoch 17/25...progress:99.47%....step:3760/3780... Discriminator Loss: 1.9876... Generator Loss: 0.2718 Epoch 17/25...progress:99.74%....step:3770/3780... Discriminator Loss: 1.1017... Generator Loss: 0.8713 STARTING epoch: 17 , steps: 3780 ........ Epoch 18/25...progress:0.00%....step:0/3780... Discriminator Loss: 1.4157... Generator Loss: 0.5932
Epoch 18/25...progress:0.26%....step:10/3780... Discriminator Loss: 1.5401... Generator Loss: 0.4153 Epoch 18/25...progress:0.53%....step:20/3780... Discriminator Loss: 1.3399... Generator Loss: 0.5795 Epoch 18/25...progress:0.79%....step:30/3780... Discriminator Loss: 1.4806... Generator Loss: 0.5303 Epoch 18/25...progress:1.06%....step:40/3780... Discriminator Loss: 1.9646... Generator Loss: 0.3052 Epoch 18/25...progress:1.32%....step:50/3780... Discriminator Loss: 1.3690... Generator Loss: 0.7031 Epoch 18/25...progress:1.59%....step:60/3780... Discriminator Loss: 2.1886... Generator Loss: 0.2229 Epoch 18/25...progress:1.85%....step:70/3780... Discriminator Loss: 1.6030... Generator Loss: 0.3692 Epoch 18/25...progress:2.12%....step:80/3780... Discriminator Loss: 1.9716... Generator Loss: 0.3232 Epoch 18/25...progress:2.38%....step:90/3780... Discriminator Loss: 1.3726... Generator Loss: 0.5788 Epoch 18/25...progress:2.65%....step:100/3780... Discriminator Loss: 1.5620... Generator Loss: 0.4703 Epoch 18/25...progress:2.91%....step:110/3780... Discriminator Loss: 1.3808... Generator Loss: 0.5734 Epoch 18/25...progress:3.17%....step:120/3780... Discriminator Loss: 2.0436... Generator Loss: 0.3481 Epoch 18/25...progress:3.44%....step:130/3780... Discriminator Loss: 1.8122... Generator Loss: 0.3617 Epoch 18/25...progress:3.70%....step:140/3780... Discriminator Loss: 1.6321... Generator Loss: 0.4076 Epoch 18/25...progress:3.97%....step:150/3780... Discriminator Loss: 1.5866... Generator Loss: 0.4075 Epoch 18/25...progress:4.23%....step:160/3780... Discriminator Loss: 1.8447... Generator Loss: 0.3120 Epoch 18/25...progress:4.50%....step:170/3780... Discriminator Loss: 2.1448... Generator Loss: 0.2723 Epoch 18/25...progress:4.76%....step:180/3780... Discriminator Loss: 1.2057... Generator Loss: 0.6918 Epoch 18/25...progress:5.03%....step:190/3780... Discriminator Loss: 0.9923... Generator Loss: 0.9207 Epoch 18/25...progress:5.29%....step:200/3780... Discriminator Loss: 1.5264... Generator Loss: 0.4486
Epoch 18/25...progress:5.56%....step:210/3780... Discriminator Loss: 1.6720... Generator Loss: 0.3980 Epoch 18/25...progress:5.82%....step:220/3780... Discriminator Loss: 1.0347... Generator Loss: 0.9527 Epoch 18/25...progress:6.08%....step:230/3780... Discriminator Loss: 1.5831... Generator Loss: 0.4561 Epoch 18/25...progress:6.35%....step:240/3780... Discriminator Loss: 1.3973... Generator Loss: 0.7758 Epoch 18/25...progress:6.61%....step:250/3780... Discriminator Loss: 1.0282... Generator Loss: 0.9063 Epoch 18/25...progress:6.88%....step:260/3780... Discriminator Loss: 1.3841... Generator Loss: 1.5643 Epoch 18/25...progress:7.14%....step:270/3780... Discriminator Loss: 1.9105... Generator Loss: 0.2611 Epoch 18/25...progress:7.41%....step:280/3780... Discriminator Loss: 1.7297... Generator Loss: 0.3578 Epoch 18/25...progress:7.67%....step:290/3780... Discriminator Loss: 1.4745... Generator Loss: 0.5294 Epoch 18/25...progress:7.94%....step:300/3780... Discriminator Loss: 1.7946... Generator Loss: 0.3314 Epoch 18/25...progress:8.20%....step:310/3780... Discriminator Loss: 1.3341... Generator Loss: 0.5455 Epoch 18/25...progress:8.47%....step:320/3780... Discriminator Loss: 1.1156... Generator Loss: 1.0454 Epoch 18/25...progress:8.73%....step:330/3780... Discriminator Loss: 1.4762... Generator Loss: 0.5515 Epoch 18/25...progress:8.99%....step:340/3780... Discriminator Loss: 2.4412... Generator Loss: 0.1876 Epoch 18/25...progress:9.26%....step:350/3780... Discriminator Loss: 1.1278... Generator Loss: 0.8065 Epoch 18/25...progress:9.52%....step:360/3780... Discriminator Loss: 2.0142... Generator Loss: 0.2813 Epoch 18/25...progress:9.79%....step:370/3780... Discriminator Loss: 1.7845... Generator Loss: 0.5090 Epoch 18/25...progress:10.05%....step:380/3780... Discriminator Loss: 1.2363... Generator Loss: 0.6680 Epoch 18/25...progress:10.32%....step:390/3780... Discriminator Loss: 1.9866... Generator Loss: 0.2455 Epoch 18/25...progress:10.58%....step:400/3780... Discriminator Loss: 1.5715... Generator Loss: 0.4960
Epoch 18/25...progress:10.85%....step:410/3780... Discriminator Loss: 1.3707... Generator Loss: 0.5395 Epoch 18/25...progress:11.11%....step:420/3780... Discriminator Loss: 0.9118... Generator Loss: 1.6195 Epoch 18/25...progress:11.38%....step:430/3780... Discriminator Loss: 1.4109... Generator Loss: 0.7311 Epoch 18/25...progress:11.64%....step:440/3780... Discriminator Loss: 1.1271... Generator Loss: 0.9608 Epoch 18/25...progress:11.90%....step:450/3780... Discriminator Loss: 2.3418... Generator Loss: 0.1863 Epoch 18/25...progress:12.17%....step:460/3780... Discriminator Loss: 1.1673... Generator Loss: 1.2052 Epoch 18/25...progress:12.43%....step:470/3780... Discriminator Loss: 1.2853... Generator Loss: 0.5807 Epoch 18/25...progress:12.70%....step:480/3780... Discriminator Loss: 0.6629... Generator Loss: 2.5472 Epoch 18/25...progress:12.96%....step:490/3780... Discriminator Loss: 2.2945... Generator Loss: 0.2329 Epoch 18/25...progress:13.23%....step:500/3780... Discriminator Loss: 2.0973... Generator Loss: 0.2547 Epoch 18/25...progress:13.49%....step:510/3780... Discriminator Loss: 2.3209... Generator Loss: 0.2117 Epoch 18/25...progress:13.76%....step:520/3780... Discriminator Loss: 1.5326... Generator Loss: 0.4781 Epoch 18/25...progress:14.02%....step:530/3780... Discriminator Loss: 1.3819... Generator Loss: 0.5413 Epoch 18/25...progress:14.29%....step:540/3780... Discriminator Loss: 1.5058... Generator Loss: 0.4521 Epoch 18/25...progress:14.55%....step:550/3780... Discriminator Loss: 1.6224... Generator Loss: 0.4074 Epoch 18/25...progress:14.81%....step:560/3780... Discriminator Loss: 1.6091... Generator Loss: 0.4140 Epoch 18/25...progress:15.08%....step:570/3780... Discriminator Loss: 1.2437... Generator Loss: 0.6187 Epoch 18/25...progress:15.34%....step:580/3780... Discriminator Loss: 1.5405... Generator Loss: 0.4228 Epoch 18/25...progress:15.61%....step:590/3780... Discriminator Loss: 1.8094... Generator Loss: 0.3178 Epoch 18/25...progress:15.87%....step:600/3780... Discriminator Loss: 1.1556... Generator Loss: 1.3249
Epoch 18/25...progress:16.14%....step:610/3780... Discriminator Loss: 1.9578... Generator Loss: 0.2874 Epoch 18/25...progress:16.40%....step:620/3780... Discriminator Loss: 1.8617... Generator Loss: 0.3080 Epoch 18/25...progress:16.67%....step:630/3780... Discriminator Loss: 1.5102... Generator Loss: 1.8713 Epoch 18/25...progress:16.93%....step:640/3780... Discriminator Loss: 2.0358... Generator Loss: 0.2654 Epoch 18/25...progress:17.20%....step:650/3780... Discriminator Loss: 1.4700... Generator Loss: 0.5083 Epoch 18/25...progress:17.46%....step:660/3780... Discriminator Loss: 2.1920... Generator Loss: 0.2228 Epoch 18/25...progress:17.72%....step:670/3780... Discriminator Loss: 1.5597... Generator Loss: 0.5619 Epoch 18/25...progress:17.99%....step:680/3780... Discriminator Loss: 2.6312... Generator Loss: 0.1197 Epoch 18/25...progress:18.25%....step:690/3780... Discriminator Loss: 2.0257... Generator Loss: 0.2611 Epoch 18/25...progress:18.52%....step:700/3780... Discriminator Loss: 1.7840... Generator Loss: 0.3968 Epoch 18/25...progress:18.78%....step:710/3780... Discriminator Loss: 1.5907... Generator Loss: 0.4380 Epoch 18/25...progress:19.05%....step:720/3780... Discriminator Loss: 1.5288... Generator Loss: 0.5811 Epoch 18/25...progress:19.31%....step:730/3780... Discriminator Loss: 1.7517... Generator Loss: 0.3902 Epoch 18/25...progress:19.58%....step:740/3780... Discriminator Loss: 1.9913... Generator Loss: 0.2813 Epoch 18/25...progress:19.84%....step:750/3780... Discriminator Loss: 2.0302... Generator Loss: 0.2639 Epoch 18/25...progress:20.11%....step:760/3780... Discriminator Loss: 1.9599... Generator Loss: 0.2634 Epoch 18/25...progress:20.37%....step:770/3780... Discriminator Loss: 1.6925... Generator Loss: 0.3634 Epoch 18/25...progress:20.63%....step:780/3780... Discriminator Loss: 1.1386... Generator Loss: 0.7751 Epoch 18/25...progress:20.90%....step:790/3780... Discriminator Loss: 1.0768... Generator Loss: 1.0740 Epoch 18/25...progress:21.16%....step:800/3780... Discriminator Loss: 1.3996... Generator Loss: 0.5423
Epoch 18/25...progress:21.43%....step:810/3780... Discriminator Loss: 1.9418... Generator Loss: 0.2848 Epoch 18/25...progress:21.69%....step:820/3780... Discriminator Loss: 1.8056... Generator Loss: 0.3410 Epoch 18/25...progress:21.96%....step:830/3780... Discriminator Loss: 1.2371... Generator Loss: 0.7383 Epoch 18/25...progress:22.22%....step:840/3780... Discriminator Loss: 1.8779... Generator Loss: 0.2833 Epoch 18/25...progress:22.49%....step:850/3780... Discriminator Loss: 1.7037... Generator Loss: 0.3643 Epoch 18/25...progress:22.75%....step:860/3780... Discriminator Loss: 1.6644... Generator Loss: 0.3713 Epoch 18/25...progress:23.02%....step:870/3780... Discriminator Loss: 1.6960... Generator Loss: 0.4138 Epoch 18/25...progress:23.28%....step:880/3780... Discriminator Loss: 1.1408... Generator Loss: 1.0094 Epoch 18/25...progress:23.54%....step:890/3780... Discriminator Loss: 2.3081... Generator Loss: 0.2059 Epoch 18/25...progress:23.81%....step:900/3780... Discriminator Loss: 1.3348... Generator Loss: 0.6619 Epoch 18/25...progress:24.07%....step:910/3780... Discriminator Loss: 1.6251... Generator Loss: 0.4447 Epoch 18/25...progress:24.34%....step:920/3780... Discriminator Loss: 0.9286... Generator Loss: 1.0185 Epoch 18/25...progress:24.60%....step:930/3780... Discriminator Loss: 1.9356... Generator Loss: 0.2944 Epoch 18/25...progress:24.87%....step:940/3780... Discriminator Loss: 1.3599... Generator Loss: 0.5524 Epoch 18/25...progress:25.13%....step:950/3780... Discriminator Loss: 2.3356... Generator Loss: 0.2016 Epoch 18/25...progress:25.40%....step:960/3780... Discriminator Loss: 1.5139... Generator Loss: 0.4740 Epoch 18/25...progress:25.66%....step:970/3780... Discriminator Loss: 1.3649... Generator Loss: 0.9063 Epoch 18/25...progress:25.93%....step:980/3780... Discriminator Loss: 1.9860... Generator Loss: 0.2540 Epoch 18/25...progress:26.19%....step:990/3780... Discriminator Loss: 1.6720... Generator Loss: 0.4354 Epoch 18/25...progress:26.46%....step:1000/3780... Discriminator Loss: 1.5566... Generator Loss: 0.4481
Epoch 18/25...progress:26.72%....step:1010/3780... Discriminator Loss: 2.1016... Generator Loss: 0.2339 Epoch 18/25...progress:26.98%....step:1020/3780... Discriminator Loss: 2.2135... Generator Loss: 0.2144 Epoch 18/25...progress:27.25%....step:1030/3780... Discriminator Loss: 1.8068... Generator Loss: 0.3490 Epoch 18/25...progress:27.51%....step:1040/3780... Discriminator Loss: 1.5800... Generator Loss: 0.4314 Epoch 18/25...progress:27.78%....step:1050/3780... Discriminator Loss: 2.2106... Generator Loss: 0.2276 Epoch 18/25...progress:28.04%....step:1060/3780... Discriminator Loss: 0.9482... Generator Loss: 1.0290 Epoch 18/25...progress:28.31%....step:1070/3780... Discriminator Loss: 1.2146... Generator Loss: 0.6928 Epoch 18/25...progress:28.57%....step:1080/3780... Discriminator Loss: 1.0530... Generator Loss: 1.0023 Epoch 18/25...progress:28.84%....step:1090/3780... Discriminator Loss: 1.5361... Generator Loss: 0.4587 Epoch 18/25...progress:29.10%....step:1100/3780... Discriminator Loss: 1.5050... Generator Loss: 0.5181 Epoch 18/25...progress:29.37%....step:1110/3780... Discriminator Loss: 1.5754... Generator Loss: 0.4088 Epoch 18/25...progress:29.63%....step:1120/3780... Discriminator Loss: 1.2543... Generator Loss: 0.8060 Epoch 18/25...progress:29.89%....step:1130/3780... Discriminator Loss: 1.9326... Generator Loss: 0.3077 Epoch 18/25...progress:30.16%....step:1140/3780... Discriminator Loss: 1.1334... Generator Loss: 0.8169 Epoch 18/25...progress:30.42%....step:1150/3780... Discriminator Loss: 1.0735... Generator Loss: 0.8801 Epoch 18/25...progress:30.69%....step:1160/3780... Discriminator Loss: 1.4261... Generator Loss: 0.5348 Epoch 18/25...progress:30.95%....step:1170/3780... Discriminator Loss: 1.5675... Generator Loss: 0.6128 Epoch 18/25...progress:31.22%....step:1180/3780... Discriminator Loss: 1.4119... Generator Loss: 0.6319 Epoch 18/25...progress:31.48%....step:1190/3780... Discriminator Loss: 2.0581... Generator Loss: 0.2534 Epoch 18/25...progress:31.75%....step:1200/3780... Discriminator Loss: 1.3452... Generator Loss: 0.6502
Epoch 18/25...progress:32.01%....step:1210/3780... Discriminator Loss: 1.3291... Generator Loss: 0.5713 Epoch 18/25...progress:32.28%....step:1220/3780... Discriminator Loss: 1.3423... Generator Loss: 0.5464 Epoch 18/25...progress:32.54%....step:1230/3780... Discriminator Loss: 1.3816... Generator Loss: 0.7174 Epoch 18/25...progress:32.80%....step:1240/3780... Discriminator Loss: 1.1870... Generator Loss: 0.7750 Epoch 18/25...progress:33.07%....step:1250/3780... Discriminator Loss: 1.4071... Generator Loss: 0.5505 Epoch 18/25...progress:33.33%....step:1260/3780... Discriminator Loss: 1.7217... Generator Loss: 0.3615 Epoch 18/25...progress:33.60%....step:1270/3780... Discriminator Loss: 1.0835... Generator Loss: 0.8362 Epoch 18/25...progress:33.86%....step:1280/3780... Discriminator Loss: 1.7987... Generator Loss: 0.3982 Epoch 18/25...progress:34.13%....step:1290/3780... Discriminator Loss: 1.3448... Generator Loss: 0.6853 Epoch 18/25...progress:34.39%....step:1300/3780... Discriminator Loss: 2.3066... Generator Loss: 0.1971 Epoch 18/25...progress:34.66%....step:1310/3780... Discriminator Loss: 1.1835... Generator Loss: 0.6818 Epoch 18/25...progress:34.92%....step:1320/3780... Discriminator Loss: 0.9913... Generator Loss: 0.9930 Epoch 18/25...progress:35.19%....step:1330/3780... Discriminator Loss: 1.7475... Generator Loss: 0.4134 Epoch 18/25...progress:35.45%....step:1340/3780... Discriminator Loss: 1.2809... Generator Loss: 0.7265 Epoch 18/25...progress:35.71%....step:1350/3780... Discriminator Loss: 1.8400... Generator Loss: 0.3039 Epoch 18/25...progress:35.98%....step:1360/3780... Discriminator Loss: 1.8441... Generator Loss: 0.3196 Epoch 18/25...progress:36.24%....step:1370/3780... Discriminator Loss: 1.8123... Generator Loss: 0.3279 Epoch 18/25...progress:36.51%....step:1380/3780... Discriminator Loss: 1.1477... Generator Loss: 1.0391 Epoch 18/25...progress:36.77%....step:1390/3780... Discriminator Loss: 1.4354... Generator Loss: 0.5480 Epoch 18/25...progress:37.04%....step:1400/3780... Discriminator Loss: 1.1756... Generator Loss: 0.8591
Epoch 18/25...progress:37.30%....step:1410/3780... Discriminator Loss: 1.1604... Generator Loss: 1.0313 Epoch 18/25...progress:37.57%....step:1420/3780... Discriminator Loss: 1.4007... Generator Loss: 0.5392 Epoch 18/25...progress:37.83%....step:1430/3780... Discriminator Loss: 1.6809... Generator Loss: 0.3976 Epoch 18/25...progress:38.10%....step:1440/3780... Discriminator Loss: 1.6282... Generator Loss: 0.4156 Epoch 18/25...progress:38.36%....step:1450/3780... Discriminator Loss: 1.1760... Generator Loss: 0.7641 Epoch 18/25...progress:38.62%....step:1460/3780... Discriminator Loss: 1.7893... Generator Loss: 0.3228 Epoch 18/25...progress:38.89%....step:1470/3780... Discriminator Loss: 1.1325... Generator Loss: 0.7410 Epoch 18/25...progress:39.15%....step:1480/3780... Discriminator Loss: 1.1262... Generator Loss: 1.0171 Epoch 18/25...progress:39.42%....step:1490/3780... Discriminator Loss: 1.4055... Generator Loss: 0.5504 Epoch 18/25...progress:39.68%....step:1500/3780... Discriminator Loss: 2.3629... Generator Loss: 0.1706 Epoch 18/25...progress:39.95%....step:1510/3780... Discriminator Loss: 1.0226... Generator Loss: 1.0799 Epoch 18/25...progress:40.21%....step:1520/3780... Discriminator Loss: 1.7692... Generator Loss: 0.3749 Epoch 18/25...progress:40.48%....step:1530/3780... Discriminator Loss: 1.2659... Generator Loss: 0.6703 Epoch 18/25...progress:40.74%....step:1540/3780... Discriminator Loss: 1.4013... Generator Loss: 0.5723 Epoch 18/25...progress:41.01%....step:1550/3780... Discriminator Loss: 1.5793... Generator Loss: 0.4599 Epoch 18/25...progress:41.27%....step:1560/3780... Discriminator Loss: 2.3467... Generator Loss: 0.1921 Epoch 18/25...progress:41.53%....step:1570/3780... Discriminator Loss: 2.2170... Generator Loss: 0.2282 Epoch 18/25...progress:41.80%....step:1580/3780... Discriminator Loss: 1.7490... Generator Loss: 0.3496 Epoch 18/25...progress:42.06%....step:1590/3780... Discriminator Loss: 1.5950... Generator Loss: 0.4791 Epoch 18/25...progress:42.33%....step:1600/3780... Discriminator Loss: 1.1273... Generator Loss: 0.7530
Epoch 18/25...progress:42.59%....step:1610/3780... Discriminator Loss: 1.2499... Generator Loss: 0.7277 Epoch 18/25...progress:42.86%....step:1620/3780... Discriminator Loss: 0.9538... Generator Loss: 1.6454 Epoch 18/25...progress:43.12%....step:1630/3780... Discriminator Loss: 0.8061... Generator Loss: 1.6424 Epoch 18/25...progress:43.39%....step:1640/3780... Discriminator Loss: 1.2958... Generator Loss: 0.6717 Epoch 18/25...progress:43.65%....step:1650/3780... Discriminator Loss: 1.2785... Generator Loss: 0.7537 Epoch 18/25...progress:43.92%....step:1660/3780... Discriminator Loss: 1.9172... Generator Loss: 0.2888 Epoch 18/25...progress:44.18%....step:1670/3780... Discriminator Loss: 1.2892... Generator Loss: 0.6251 Epoch 18/25...progress:44.44%....step:1680/3780... Discriminator Loss: 1.5574... Generator Loss: 0.4334 Epoch 18/25...progress:44.71%....step:1690/3780... Discriminator Loss: 2.1581... Generator Loss: 0.2283 Epoch 18/25...progress:44.97%....step:1700/3780... Discriminator Loss: 1.4645... Generator Loss: 0.5573 Epoch 18/25...progress:45.24%....step:1710/3780... Discriminator Loss: 2.1484... Generator Loss: 0.2671 Epoch 18/25...progress:45.50%....step:1720/3780... Discriminator Loss: 1.2326... Generator Loss: 0.7025 Epoch 18/25...progress:45.77%....step:1730/3780... Discriminator Loss: 1.7544... Generator Loss: 0.3261 Epoch 18/25...progress:46.03%....step:1740/3780... Discriminator Loss: 1.1650... Generator Loss: 0.7550 Epoch 18/25...progress:46.30%....step:1750/3780... Discriminator Loss: 1.2435... Generator Loss: 0.6360 Epoch 18/25...progress:46.56%....step:1760/3780... Discriminator Loss: 1.4996... Generator Loss: 0.4992 Epoch 18/25...progress:46.83%....step:1770/3780... Discriminator Loss: 1.4654... Generator Loss: 1.1625 Epoch 18/25...progress:47.09%....step:1780/3780... Discriminator Loss: 0.9841... Generator Loss: 1.0899 Epoch 18/25...progress:47.35%....step:1790/3780... Discriminator Loss: 1.2512... Generator Loss: 1.3521 Epoch 18/25...progress:47.62%....step:1800/3780... Discriminator Loss: 2.2717... Generator Loss: 0.2083
Epoch 18/25...progress:47.88%....step:1810/3780... Discriminator Loss: 0.9426... Generator Loss: 0.9686 Epoch 18/25...progress:48.15%....step:1820/3780... Discriminator Loss: 2.1565... Generator Loss: 0.2359 Epoch 18/25...progress:48.41%....step:1830/3780... Discriminator Loss: 2.3784... Generator Loss: 0.2073 Epoch 18/25...progress:48.68%....step:1840/3780... Discriminator Loss: 2.1435... Generator Loss: 0.2420 Epoch 18/25...progress:48.94%....step:1850/3780... Discriminator Loss: 0.9265... Generator Loss: 0.9707 Epoch 18/25...progress:49.21%....step:1860/3780... Discriminator Loss: 2.0623... Generator Loss: 0.2542 Epoch 18/25...progress:49.47%....step:1870/3780... Discriminator Loss: 1.3877... Generator Loss: 0.6405 Epoch 18/25...progress:49.74%....step:1880/3780... Discriminator Loss: 1.8765... Generator Loss: 0.3306 Epoch 18/25...progress:50.00%....step:1890/3780... Discriminator Loss: 1.5602... Generator Loss: 0.5053 Epoch 18/25...progress:50.26%....step:1900/3780... Discriminator Loss: 2.2377... Generator Loss: 0.2158 Epoch 18/25...progress:50.53%....step:1910/3780... Discriminator Loss: 1.5539... Generator Loss: 0.4481 Epoch 18/25...progress:50.79%....step:1920/3780... Discriminator Loss: 1.9060... Generator Loss: 0.3896 Epoch 18/25...progress:51.06%....step:1930/3780... Discriminator Loss: 1.8286... Generator Loss: 1.5657 Epoch 18/25...progress:51.32%....step:1940/3780... Discriminator Loss: 2.4310... Generator Loss: 0.1671 Epoch 18/25...progress:51.59%....step:1950/3780... Discriminator Loss: 1.8540... Generator Loss: 0.3504 Epoch 18/25...progress:51.85%....step:1960/3780... Discriminator Loss: 1.5202... Generator Loss: 0.4872 Epoch 18/25...progress:52.12%....step:1970/3780... Discriminator Loss: 1.2204... Generator Loss: 0.7572 Epoch 18/25...progress:52.38%....step:1980/3780... Discriminator Loss: 1.5387... Generator Loss: 0.4254 Epoch 18/25...progress:52.65%....step:1990/3780... Discriminator Loss: 2.0888... Generator Loss: 0.2475 Epoch 18/25...progress:52.91%....step:2000/3780... Discriminator Loss: 1.2716... Generator Loss: 0.6460
Epoch 18/25...progress:53.17%....step:2010/3780... Discriminator Loss: 1.0520... Generator Loss: 0.8672 Epoch 18/25...progress:53.44%....step:2020/3780... Discriminator Loss: 1.3684... Generator Loss: 0.5811 Epoch 18/25...progress:53.70%....step:2030/3780... Discriminator Loss: 1.1590... Generator Loss: 0.9808 Epoch 18/25...progress:53.97%....step:2040/3780... Discriminator Loss: 1.9159... Generator Loss: 0.3607 Epoch 18/25...progress:54.23%....step:2050/3780... Discriminator Loss: 1.9503... Generator Loss: 0.2758 Epoch 18/25...progress:54.50%....step:2060/3780... Discriminator Loss: 1.3742... Generator Loss: 0.9654 Epoch 18/25...progress:54.76%....step:2070/3780... Discriminator Loss: 1.0513... Generator Loss: 0.9132 Epoch 18/25...progress:55.03%....step:2080/3780... Discriminator Loss: 1.0572... Generator Loss: 0.9685 Epoch 18/25...progress:55.29%....step:2090/3780... Discriminator Loss: 1.3751... Generator Loss: 1.3136 Epoch 18/25...progress:55.56%....step:2100/3780... Discriminator Loss: 1.4897... Generator Loss: 0.5231 Epoch 18/25...progress:55.82%....step:2110/3780... Discriminator Loss: 1.9210... Generator Loss: 0.3367 Epoch 18/25...progress:56.08%....step:2120/3780... Discriminator Loss: 1.2787... Generator Loss: 0.8171 Epoch 18/25...progress:56.35%....step:2130/3780... Discriminator Loss: 2.1190... Generator Loss: 0.2410 Epoch 18/25...progress:56.61%....step:2140/3780... Discriminator Loss: 2.4197... Generator Loss: 0.1793 Epoch 18/25...progress:56.88%....step:2150/3780... Discriminator Loss: 1.7347... Generator Loss: 0.3896 Epoch 18/25...progress:57.14%....step:2160/3780... Discriminator Loss: 1.3429... Generator Loss: 0.7543 Epoch 18/25...progress:57.41%....step:2170/3780... Discriminator Loss: 1.1202... Generator Loss: 0.8045 Epoch 18/25...progress:57.67%....step:2180/3780... Discriminator Loss: 1.3120... Generator Loss: 0.5698 Epoch 18/25...progress:57.94%....step:2190/3780... Discriminator Loss: 2.1274... Generator Loss: 0.2369 Epoch 18/25...progress:58.20%....step:2200/3780... Discriminator Loss: 1.2297... Generator Loss: 0.6839
Epoch 18/25...progress:58.47%....step:2210/3780... Discriminator Loss: 2.3467... Generator Loss: 0.2184 Epoch 18/25...progress:58.73%....step:2220/3780... Discriminator Loss: 1.6882... Generator Loss: 0.3797 Epoch 18/25...progress:58.99%....step:2230/3780... Discriminator Loss: 1.3549... Generator Loss: 0.5989 Epoch 18/25...progress:59.26%....step:2240/3780... Discriminator Loss: 1.5394... Generator Loss: 0.4616 Epoch 18/25...progress:59.52%....step:2250/3780... Discriminator Loss: 2.0741... Generator Loss: 0.2595 Epoch 18/25...progress:59.79%....step:2260/3780... Discriminator Loss: 1.3365... Generator Loss: 0.9248 Epoch 18/25...progress:60.05%....step:2270/3780... Discriminator Loss: 2.6240... Generator Loss: 0.1469 Epoch 18/25...progress:60.32%....step:2280/3780... Discriminator Loss: 1.6918... Generator Loss: 0.3831 Epoch 18/25...progress:60.58%....step:2290/3780... Discriminator Loss: 0.9919... Generator Loss: 1.7984 Epoch 18/25...progress:60.85%....step:2300/3780... Discriminator Loss: 1.5749... Generator Loss: 0.4065 Epoch 18/25...progress:61.11%....step:2310/3780... Discriminator Loss: 1.7043... Generator Loss: 0.3870 Epoch 18/25...progress:61.38%....step:2320/3780... Discriminator Loss: 0.9880... Generator Loss: 0.8997 Epoch 18/25...progress:61.64%....step:2330/3780... Discriminator Loss: 1.1977... Generator Loss: 0.8774 Epoch 18/25...progress:61.90%....step:2340/3780... Discriminator Loss: 2.2922... Generator Loss: 0.2013 Epoch 18/25...progress:62.17%....step:2350/3780... Discriminator Loss: 1.5524... Generator Loss: 0.4736 Epoch 18/25...progress:62.43%....step:2360/3780... Discriminator Loss: 1.1303... Generator Loss: 0.8411 Epoch 18/25...progress:62.70%....step:2370/3780... Discriminator Loss: 1.4010... Generator Loss: 0.5432 Epoch 18/25...progress:62.96%....step:2380/3780... Discriminator Loss: 1.0085... Generator Loss: 1.1501 Epoch 18/25...progress:63.23%....step:2390/3780... Discriminator Loss: 1.2881... Generator Loss: 0.7483 Epoch 18/25...progress:63.49%....step:2400/3780... Discriminator Loss: 1.9952... Generator Loss: 0.2699
Epoch 18/25...progress:63.76%....step:2410/3780... Discriminator Loss: 1.3836... Generator Loss: 0.5449 Epoch 18/25...progress:64.02%....step:2420/3780... Discriminator Loss: 1.8663... Generator Loss: 0.3192 Epoch 18/25...progress:64.29%....step:2430/3780... Discriminator Loss: 1.4889... Generator Loss: 0.4591 Epoch 18/25...progress:64.55%....step:2440/3780... Discriminator Loss: 1.3810... Generator Loss: 0.6048 Epoch 18/25...progress:64.81%....step:2450/3780... Discriminator Loss: 3.1541... Generator Loss: 0.0914 Epoch 18/25...progress:65.08%....step:2460/3780... Discriminator Loss: 1.3912... Generator Loss: 0.5888 Epoch 18/25...progress:65.34%....step:2470/3780... Discriminator Loss: 1.8234... Generator Loss: 0.3267 Epoch 18/25...progress:65.61%....step:2480/3780... Discriminator Loss: 1.4354... Generator Loss: 0.6384 Epoch 18/25...progress:65.87%....step:2490/3780... Discriminator Loss: 0.9509... Generator Loss: 1.1221 Epoch 18/25...progress:66.14%....step:2500/3780... Discriminator Loss: 1.1433... Generator Loss: 0.8380 Epoch 18/25...progress:66.40%....step:2510/3780... Discriminator Loss: 1.3648... Generator Loss: 0.5762 Epoch 18/25...progress:66.67%....step:2520/3780... Discriminator Loss: 2.1502... Generator Loss: 0.2369 Epoch 18/25...progress:66.93%....step:2530/3780... Discriminator Loss: 1.9476... Generator Loss: 0.2702 Epoch 18/25...progress:67.20%....step:2540/3780... Discriminator Loss: 1.3352... Generator Loss: 0.6486 Epoch 18/25...progress:67.46%....step:2550/3780... Discriminator Loss: 1.9096... Generator Loss: 0.2957 Epoch 18/25...progress:67.72%....step:2560/3780... Discriminator Loss: 1.5951... Generator Loss: 0.4325 Epoch 18/25...progress:67.99%....step:2570/3780... Discriminator Loss: 1.5347... Generator Loss: 0.5056 Epoch 18/25...progress:68.25%....step:2580/3780... Discriminator Loss: 2.0694... Generator Loss: 0.2783 Epoch 18/25...progress:68.52%....step:2590/3780... Discriminator Loss: 1.4023... Generator Loss: 0.5670 Epoch 18/25...progress:68.78%....step:2600/3780... Discriminator Loss: 1.8888... Generator Loss: 0.3179
Epoch 18/25...progress:69.05%....step:2610/3780... Discriminator Loss: 1.6404... Generator Loss: 0.3877 Epoch 18/25...progress:69.31%....step:2620/3780... Discriminator Loss: 1.4570... Generator Loss: 0.4932 Epoch 18/25...progress:69.58%....step:2630/3780... Discriminator Loss: 1.6969... Generator Loss: 0.3844 Epoch 18/25...progress:69.84%....step:2640/3780... Discriminator Loss: 1.9015... Generator Loss: 0.3170 Epoch 18/25...progress:70.11%....step:2650/3780... Discriminator Loss: 1.9630... Generator Loss: 0.2641 Epoch 18/25...progress:70.37%....step:2660/3780... Discriminator Loss: 2.0804... Generator Loss: 0.2736 Epoch 18/25...progress:70.63%....step:2670/3780... Discriminator Loss: 1.5336... Generator Loss: 0.4478 Epoch 18/25...progress:70.90%....step:2680/3780... Discriminator Loss: 1.9367... Generator Loss: 0.2786 Epoch 18/25...progress:71.16%....step:2690/3780... Discriminator Loss: 1.1549... Generator Loss: 0.7609 Epoch 18/25...progress:71.43%....step:2700/3780... Discriminator Loss: 2.6754... Generator Loss: 0.1315 Epoch 18/25...progress:71.69%....step:2710/3780... Discriminator Loss: 1.6091... Generator Loss: 0.4060 Epoch 18/25...progress:71.96%....step:2720/3780... Discriminator Loss: 2.6647... Generator Loss: 0.1510 Epoch 18/25...progress:72.22%....step:2730/3780... Discriminator Loss: 1.5670... Generator Loss: 0.5114 Epoch 18/25...progress:72.49%....step:2740/3780... Discriminator Loss: 2.6453... Generator Loss: 0.1506 Epoch 18/25...progress:72.75%....step:2750/3780... Discriminator Loss: 1.9806... Generator Loss: 0.2643 Epoch 18/25...progress:73.02%....step:2760/3780... Discriminator Loss: 2.5236... Generator Loss: 0.1668 Epoch 18/25...progress:73.28%....step:2770/3780... Discriminator Loss: 1.6733... Generator Loss: 0.4561 Epoch 18/25...progress:73.54%....step:2780/3780... Discriminator Loss: 1.7508... Generator Loss: 0.3568 Epoch 18/25...progress:73.81%....step:2790/3780... Discriminator Loss: 1.3996... Generator Loss: 1.1062 Epoch 18/25...progress:74.07%....step:2800/3780... Discriminator Loss: 1.5108... Generator Loss: 0.4914
Epoch 18/25...progress:74.34%....step:2810/3780... Discriminator Loss: 1.7738... Generator Loss: 0.3786 Epoch 18/25...progress:74.60%....step:2820/3780... Discriminator Loss: 1.2200... Generator Loss: 0.6875 Epoch 18/25...progress:74.87%....step:2830/3780... Discriminator Loss: 1.4434... Generator Loss: 0.6081 Epoch 18/25...progress:75.13%....step:2840/3780... Discriminator Loss: 1.6504... Generator Loss: 0.4073 Epoch 18/25...progress:75.40%....step:2850/3780... Discriminator Loss: 1.8100... Generator Loss: 0.3018 Epoch 18/25...progress:75.66%....step:2860/3780... Discriminator Loss: 1.5347... Generator Loss: 0.4256 Epoch 18/25...progress:75.93%....step:2870/3780... Discriminator Loss: 1.2649... Generator Loss: 0.7209 Epoch 18/25...progress:76.19%....step:2880/3780... Discriminator Loss: 1.1887... Generator Loss: 0.7594 Epoch 18/25...progress:76.46%....step:2890/3780... Discriminator Loss: 1.5989... Generator Loss: 0.4175 Epoch 18/25...progress:76.72%....step:2900/3780... Discriminator Loss: 1.8418... Generator Loss: 0.3752 Epoch 18/25...progress:76.98%....step:2910/3780... Discriminator Loss: 1.3567... Generator Loss: 0.6275 Epoch 18/25...progress:77.25%....step:2920/3780... Discriminator Loss: 1.5839... Generator Loss: 0.4749 Epoch 18/25...progress:77.51%....step:2930/3780... Discriminator Loss: 1.5152... Generator Loss: 0.4606 Epoch 18/25...progress:77.78%....step:2940/3780... Discriminator Loss: 1.7424... Generator Loss: 0.3762 Epoch 18/25...progress:78.04%....step:2950/3780... Discriminator Loss: 2.2726... Generator Loss: 0.1937 Epoch 18/25...progress:78.31%....step:2960/3780... Discriminator Loss: 1.6640... Generator Loss: 0.3751 Epoch 18/25...progress:78.57%....step:2970/3780... Discriminator Loss: 1.3816... Generator Loss: 0.5193 Epoch 18/25...progress:78.84%....step:2980/3780... Discriminator Loss: 1.5316... Generator Loss: 0.4695 Epoch 18/25...progress:79.10%....step:2990/3780... Discriminator Loss: 1.6232... Generator Loss: 0.4339 Epoch 18/25...progress:79.37%....step:3000/3780... Discriminator Loss: 1.1208... Generator Loss: 0.9134
Epoch 18/25...progress:79.63%....step:3010/3780... Discriminator Loss: 1.0416... Generator Loss: 1.0576 Epoch 18/25...progress:79.89%....step:3020/3780... Discriminator Loss: 1.1321... Generator Loss: 0.8401 Epoch 18/25...progress:80.16%....step:3030/3780... Discriminator Loss: 1.7044... Generator Loss: 0.3582 Epoch 18/25...progress:80.42%....step:3040/3780... Discriminator Loss: 1.9049... Generator Loss: 0.2909 Epoch 18/25...progress:80.69%....step:3050/3780... Discriminator Loss: 1.5654... Generator Loss: 0.4456 Epoch 18/25...progress:80.95%....step:3060/3780... Discriminator Loss: 2.1314... Generator Loss: 0.2211 Epoch 18/25...progress:81.22%....step:3070/3780... Discriminator Loss: 1.0213... Generator Loss: 0.9101 Epoch 18/25...progress:81.48%....step:3080/3780... Discriminator Loss: 1.9209... Generator Loss: 0.3027 Epoch 18/25...progress:81.75%....step:3090/3780... Discriminator Loss: 1.3676... Generator Loss: 0.6954 Epoch 18/25...progress:82.01%....step:3100/3780... Discriminator Loss: 1.1365... Generator Loss: 1.5272 Epoch 18/25...progress:82.28%....step:3110/3780... Discriminator Loss: 1.5521... Generator Loss: 1.1664 Epoch 18/25...progress:82.54%....step:3120/3780... Discriminator Loss: 2.2260... Generator Loss: 0.2384 Epoch 18/25...progress:82.80%....step:3130/3780... Discriminator Loss: 1.5668... Generator Loss: 0.4277 Epoch 18/25...progress:83.07%....step:3140/3780... Discriminator Loss: 1.4394... Generator Loss: 0.6873 Epoch 18/25...progress:83.33%....step:3150/3780... Discriminator Loss: 0.9050... Generator Loss: 1.1576 Epoch 18/25...progress:83.60%....step:3160/3780... Discriminator Loss: 1.8721... Generator Loss: 0.3368 Epoch 18/25...progress:83.86%....step:3170/3780... Discriminator Loss: 1.8654... Generator Loss: 0.3527 Epoch 18/25...progress:84.13%....step:3180/3780... Discriminator Loss: 2.0225... Generator Loss: 0.3053 Epoch 18/25...progress:84.39%....step:3190/3780... Discriminator Loss: 0.9459... Generator Loss: 1.2058 Epoch 18/25...progress:84.66%....step:3200/3780... Discriminator Loss: 0.8773... Generator Loss: 1.2178
Epoch 18/25...progress:84.92%....step:3210/3780... Discriminator Loss: 1.8949... Generator Loss: 0.3068 Epoch 18/25...progress:85.19%....step:3220/3780... Discriminator Loss: 2.5737... Generator Loss: 0.1525 Epoch 18/25...progress:85.45%....step:3230/3780... Discriminator Loss: 2.3430... Generator Loss: 0.1797 Epoch 18/25...progress:85.71%....step:3240/3780... Discriminator Loss: 2.4861... Generator Loss: 0.1662 Epoch 18/25...progress:85.98%....step:3250/3780... Discriminator Loss: 1.6775... Generator Loss: 1.7032 Epoch 18/25...progress:86.24%....step:3260/3780... Discriminator Loss: 1.4438... Generator Loss: 1.1561 Epoch 18/25...progress:86.51%....step:3270/3780... Discriminator Loss: 1.4906... Generator Loss: 0.4905 Epoch 18/25...progress:86.77%....step:3280/3780... Discriminator Loss: 1.1740... Generator Loss: 0.8217 Epoch 18/25...progress:87.04%....step:3290/3780... Discriminator Loss: 1.0095... Generator Loss: 1.0664 Epoch 18/25...progress:87.30%....step:3300/3780... Discriminator Loss: 1.2890... Generator Loss: 0.5849 Epoch 18/25...progress:87.57%....step:3310/3780... Discriminator Loss: 1.4779... Generator Loss: 0.5310 Epoch 18/25...progress:87.83%....step:3320/3780... Discriminator Loss: 2.3088... Generator Loss: 0.2069 Epoch 18/25...progress:88.10%....step:3330/3780... Discriminator Loss: 1.3659... Generator Loss: 0.6654 Epoch 18/25...progress:88.36%....step:3340/3780... Discriminator Loss: 1.1742... Generator Loss: 0.7644 Epoch 18/25...progress:88.62%....step:3350/3780... Discriminator Loss: 3.4520... Generator Loss: 0.0696 Epoch 18/25...progress:88.89%....step:3360/3780... Discriminator Loss: 1.9050... Generator Loss: 0.3566 Epoch 18/25...progress:89.15%....step:3370/3780... Discriminator Loss: 1.4404... Generator Loss: 0.5683 Epoch 18/25...progress:89.42%....step:3380/3780... Discriminator Loss: 1.7801... Generator Loss: 0.3382 Epoch 18/25...progress:89.68%....step:3390/3780... Discriminator Loss: 1.2035... Generator Loss: 0.6534 Epoch 18/25...progress:89.95%....step:3400/3780... Discriminator Loss: 1.8441... Generator Loss: 0.3306
Epoch 18/25...progress:90.21%....step:3410/3780... Discriminator Loss: 1.4842... Generator Loss: 0.6007 Epoch 18/25...progress:90.48%....step:3420/3780... Discriminator Loss: 1.9342... Generator Loss: 0.2678 Epoch 18/25...progress:90.74%....step:3430/3780... Discriminator Loss: 1.4456... Generator Loss: 0.5967 Epoch 18/25...progress:91.01%....step:3440/3780... Discriminator Loss: 1.6605... Generator Loss: 0.4154 Epoch 18/25...progress:91.27%....step:3450/3780... Discriminator Loss: 2.4358... Generator Loss: 0.1657 Epoch 18/25...progress:91.53%....step:3460/3780... Discriminator Loss: 2.0403... Generator Loss: 0.3426 Epoch 18/25...progress:91.80%....step:3470/3780... Discriminator Loss: 1.2845... Generator Loss: 0.7567 Epoch 18/25...progress:92.06%....step:3480/3780... Discriminator Loss: 1.9148... Generator Loss: 0.2924 Epoch 18/25...progress:92.33%....step:3490/3780... Discriminator Loss: 1.7849... Generator Loss: 0.3365 Epoch 18/25...progress:92.59%....step:3500/3780... Discriminator Loss: 1.5944... Generator Loss: 0.4352 Epoch 18/25...progress:92.86%....step:3510/3780... Discriminator Loss: 1.5706... Generator Loss: 0.4356 Epoch 18/25...progress:93.12%....step:3520/3780... Discriminator Loss: 1.6545... Generator Loss: 0.4297 Epoch 18/25...progress:93.39%....step:3530/3780... Discriminator Loss: 1.5062... Generator Loss: 0.4763 Epoch 18/25...progress:93.65%....step:3540/3780... Discriminator Loss: 1.1112... Generator Loss: 1.4530 Epoch 18/25...progress:93.92%....step:3550/3780... Discriminator Loss: 1.7337... Generator Loss: 0.3828 Epoch 18/25...progress:94.18%....step:3560/3780... Discriminator Loss: 1.2080... Generator Loss: 0.6907 Epoch 18/25...progress:94.44%....step:3570/3780... Discriminator Loss: 1.6039... Generator Loss: 0.4106 Epoch 18/25...progress:94.71%....step:3580/3780... Discriminator Loss: 1.5697... Generator Loss: 0.4381 Epoch 18/25...progress:94.97%....step:3590/3780... Discriminator Loss: 1.7291... Generator Loss: 0.4075 Epoch 18/25...progress:95.24%....step:3600/3780... Discriminator Loss: 2.8611... Generator Loss: 0.1169
Epoch 18/25...progress:95.50%....step:3610/3780... Discriminator Loss: 1.4659... Generator Loss: 1.4163 Epoch 18/25...progress:95.77%....step:3620/3780... Discriminator Loss: 1.4095... Generator Loss: 0.4957 Epoch 18/25...progress:96.03%....step:3630/3780... Discriminator Loss: 2.1449... Generator Loss: 0.2093 Epoch 18/25...progress:96.30%....step:3640/3780... Discriminator Loss: 1.4926... Generator Loss: 0.4990 Epoch 18/25...progress:96.56%....step:3650/3780... Discriminator Loss: 0.9201... Generator Loss: 1.0118 Epoch 18/25...progress:96.83%....step:3660/3780... Discriminator Loss: 1.7788... Generator Loss: 0.3875 Epoch 18/25...progress:97.09%....step:3670/3780... Discriminator Loss: 2.4446... Generator Loss: 0.1650 Epoch 18/25...progress:97.35%....step:3680/3780... Discriminator Loss: 1.7945... Generator Loss: 0.3584 Epoch 18/25...progress:97.62%....step:3690/3780... Discriminator Loss: 2.0852... Generator Loss: 0.2601 Epoch 18/25...progress:97.88%....step:3700/3780... Discriminator Loss: 1.9472... Generator Loss: 0.2970 Epoch 18/25...progress:98.15%....step:3710/3780... Discriminator Loss: 1.3202... Generator Loss: 0.8634 Epoch 18/25...progress:98.41%....step:3720/3780... Discriminator Loss: 1.9505... Generator Loss: 0.2846 Epoch 18/25...progress:98.68%....step:3730/3780... Discriminator Loss: 0.9211... Generator Loss: 1.1636 Epoch 18/25...progress:98.94%....step:3740/3780... Discriminator Loss: 1.0680... Generator Loss: 0.9119 Epoch 18/25...progress:99.21%....step:3750/3780... Discriminator Loss: 1.4963... Generator Loss: 0.4829 Epoch 18/25...progress:99.47%....step:3760/3780... Discriminator Loss: 2.0975... Generator Loss: 0.2346 Epoch 18/25...progress:99.74%....step:3770/3780... Discriminator Loss: 1.4965... Generator Loss: 0.5461 STARTING epoch: 18 , steps: 3780 ........ Epoch 19/25...progress:0.00%....step:0/3780... Discriminator Loss: 1.5479... Generator Loss: 0.4251
Epoch 19/25...progress:0.26%....step:10/3780... Discriminator Loss: 1.7705... Generator Loss: 0.3560 Epoch 19/25...progress:0.53%....step:20/3780... Discriminator Loss: 2.3896... Generator Loss: 0.2082 Epoch 19/25...progress:0.79%....step:30/3780... Discriminator Loss: 1.4902... Generator Loss: 0.4548 Epoch 19/25...progress:1.06%....step:40/3780... Discriminator Loss: 1.5576... Generator Loss: 0.4423 Epoch 19/25...progress:1.32%....step:50/3780... Discriminator Loss: 1.3742... Generator Loss: 0.8848 Epoch 19/25...progress:1.59%....step:60/3780... Discriminator Loss: 1.5676... Generator Loss: 0.4219 Epoch 19/25...progress:1.85%....step:70/3780... Discriminator Loss: 1.4496... Generator Loss: 0.4882 Epoch 19/25...progress:2.12%....step:80/3780... Discriminator Loss: 1.4111... Generator Loss: 0.5807 Epoch 19/25...progress:2.38%....step:90/3780... Discriminator Loss: 1.3383... Generator Loss: 0.5628 Epoch 19/25...progress:2.65%....step:100/3780... Discriminator Loss: 2.0375... Generator Loss: 0.2872 Epoch 19/25...progress:2.91%....step:110/3780... Discriminator Loss: 1.4772... Generator Loss: 0.5301 Epoch 19/25...progress:3.17%....step:120/3780... Discriminator Loss: 2.3683... Generator Loss: 0.1907 Epoch 19/25...progress:3.44%....step:130/3780... Discriminator Loss: 1.8453... Generator Loss: 0.2895 Epoch 19/25...progress:3.70%....step:140/3780... Discriminator Loss: 1.7922... Generator Loss: 0.4334 Epoch 19/25...progress:3.97%....step:150/3780... Discriminator Loss: 2.7981... Generator Loss: 0.1300 Epoch 19/25...progress:4.23%....step:160/3780... Discriminator Loss: 1.3466... Generator Loss: 0.6901 Epoch 19/25...progress:4.50%....step:170/3780... Discriminator Loss: 2.5750... Generator Loss: 0.1528 Epoch 19/25...progress:4.76%....step:180/3780... Discriminator Loss: 1.3639... Generator Loss: 0.5541 Epoch 19/25...progress:5.03%....step:190/3780... Discriminator Loss: 0.9083... Generator Loss: 1.0171 Epoch 19/25...progress:5.29%....step:200/3780... Discriminator Loss: 1.5881... Generator Loss: 0.6549
Epoch 19/25...progress:5.56%....step:210/3780... Discriminator Loss: 1.2266... Generator Loss: 0.6367 Epoch 19/25...progress:5.82%....step:220/3780... Discriminator Loss: 0.9623... Generator Loss: 1.0305 Epoch 19/25...progress:6.08%....step:230/3780... Discriminator Loss: 3.1230... Generator Loss: 0.0861 Epoch 19/25...progress:6.35%....step:240/3780... Discriminator Loss: 1.8339... Generator Loss: 0.3042 Epoch 19/25...progress:6.61%....step:250/3780... Discriminator Loss: 1.2040... Generator Loss: 0.6611 Epoch 19/25...progress:6.88%....step:260/3780... Discriminator Loss: 1.6063... Generator Loss: 0.4651 Epoch 19/25...progress:7.14%....step:270/3780... Discriminator Loss: 2.1962... Generator Loss: 0.2260 Epoch 19/25...progress:7.41%....step:280/3780... Discriminator Loss: 1.5565... Generator Loss: 0.8241 Epoch 19/25...progress:7.67%....step:290/3780... Discriminator Loss: 1.1755... Generator Loss: 1.0127 Epoch 19/25...progress:7.94%....step:300/3780... Discriminator Loss: 2.2134... Generator Loss: 0.2019 Epoch 19/25...progress:8.20%....step:310/3780... Discriminator Loss: 1.3048... Generator Loss: 0.6244 Epoch 19/25...progress:8.47%....step:320/3780... Discriminator Loss: 1.3777... Generator Loss: 0.6864 Epoch 19/25...progress:8.73%....step:330/3780... Discriminator Loss: 1.5313... Generator Loss: 0.5290 Epoch 19/25...progress:8.99%....step:340/3780... Discriminator Loss: 1.7964... Generator Loss: 0.3753 Epoch 19/25...progress:9.26%....step:350/3780... Discriminator Loss: 1.5642... Generator Loss: 1.3374 Epoch 19/25...progress:9.52%....step:360/3780... Discriminator Loss: 2.2013... Generator Loss: 0.2730 Epoch 19/25...progress:9.79%....step:370/3780... Discriminator Loss: 2.0422... Generator Loss: 0.2369 Epoch 19/25...progress:10.05%....step:380/3780... Discriminator Loss: 0.8932... Generator Loss: 1.1059 Epoch 19/25...progress:10.32%....step:390/3780... Discriminator Loss: 1.8672... Generator Loss: 0.3273 Epoch 19/25...progress:10.58%....step:400/3780... Discriminator Loss: 1.0860... Generator Loss: 0.7825
Epoch 19/25...progress:10.85%....step:410/3780... Discriminator Loss: 1.9441... Generator Loss: 0.3300 Epoch 19/25...progress:11.11%....step:420/3780... Discriminator Loss: 1.2576... Generator Loss: 0.7174 Epoch 19/25...progress:11.38%....step:430/3780... Discriminator Loss: 2.0629... Generator Loss: 0.2964 Epoch 19/25...progress:11.64%....step:440/3780... Discriminator Loss: 1.1929... Generator Loss: 0.8788 Epoch 19/25...progress:11.90%....step:450/3780... Discriminator Loss: 1.5978... Generator Loss: 0.4085 Epoch 19/25...progress:12.17%....step:460/3780... Discriminator Loss: 1.4787... Generator Loss: 0.4809 Epoch 19/25...progress:12.43%....step:470/3780... Discriminator Loss: 1.1601... Generator Loss: 0.8055 Epoch 19/25...progress:12.70%....step:480/3780... Discriminator Loss: 1.0951... Generator Loss: 0.7712 Epoch 19/25...progress:12.96%....step:490/3780... Discriminator Loss: 2.2652... Generator Loss: 0.2288 Epoch 19/25...progress:13.23%....step:500/3780... Discriminator Loss: 1.3351... Generator Loss: 0.5866 Epoch 19/25...progress:13.49%....step:510/3780... Discriminator Loss: 2.6910... Generator Loss: 0.1264 Epoch 19/25...progress:13.76%....step:520/3780... Discriminator Loss: 2.3690... Generator Loss: 0.1696 Epoch 19/25...progress:14.02%....step:530/3780... Discriminator Loss: 1.1116... Generator Loss: 0.7624 Epoch 19/25...progress:14.29%....step:540/3780... Discriminator Loss: 1.4147... Generator Loss: 0.5199 Epoch 19/25...progress:14.55%....step:550/3780... Discriminator Loss: 1.8619... Generator Loss: 0.3368 Epoch 19/25...progress:14.81%....step:560/3780... Discriminator Loss: 2.1059... Generator Loss: 0.2644 Epoch 19/25...progress:15.08%....step:570/3780... Discriminator Loss: 1.4732... Generator Loss: 0.5888 Epoch 19/25...progress:15.34%....step:580/3780... Discriminator Loss: 2.0200... Generator Loss: 0.2639 Epoch 19/25...progress:15.61%....step:590/3780... Discriminator Loss: 1.5713... Generator Loss: 0.4872 Epoch 19/25...progress:15.87%....step:600/3780... Discriminator Loss: 1.0081... Generator Loss: 1.3050
Epoch 19/25...progress:16.14%....step:610/3780... Discriminator Loss: 2.0727... Generator Loss: 0.2413 Epoch 19/25...progress:16.40%....step:620/3780... Discriminator Loss: 1.7871... Generator Loss: 0.3516 Epoch 19/25...progress:16.67%....step:630/3780... Discriminator Loss: 1.0984... Generator Loss: 0.7796 Epoch 19/25...progress:16.93%....step:640/3780... Discriminator Loss: 1.5993... Generator Loss: 0.4215 Epoch 19/25...progress:17.20%....step:650/3780... Discriminator Loss: 1.8521... Generator Loss: 0.3975 Epoch 19/25...progress:17.46%....step:660/3780... Discriminator Loss: 1.7785... Generator Loss: 0.3559 Epoch 19/25...progress:17.72%....step:670/3780... Discriminator Loss: 1.4546... Generator Loss: 0.5058 Epoch 19/25...progress:17.99%....step:680/3780... Discriminator Loss: 2.0249... Generator Loss: 0.2524 Epoch 19/25...progress:18.25%....step:690/3780... Discriminator Loss: 2.2295... Generator Loss: 0.1925 Epoch 19/25...progress:18.52%....step:700/3780... Discriminator Loss: 1.9058... Generator Loss: 0.3234 Epoch 19/25...progress:18.78%....step:710/3780... Discriminator Loss: 1.8593... Generator Loss: 0.3209 Epoch 19/25...progress:19.05%....step:720/3780... Discriminator Loss: 1.6313... Generator Loss: 0.3921 Epoch 19/25...progress:19.31%....step:730/3780... Discriminator Loss: 1.2106... Generator Loss: 0.7264 Epoch 19/25...progress:19.58%....step:740/3780... Discriminator Loss: 1.9317... Generator Loss: 0.3096 Epoch 19/25...progress:19.84%....step:750/3780... Discriminator Loss: 2.8943... Generator Loss: 0.1106 Epoch 19/25...progress:20.11%....step:760/3780... Discriminator Loss: 2.8072... Generator Loss: 0.1232 Epoch 19/25...progress:20.37%....step:770/3780... Discriminator Loss: 1.6738... Generator Loss: 0.3517 Epoch 19/25...progress:20.63%....step:780/3780... Discriminator Loss: 1.1904... Generator Loss: 0.7858 Epoch 19/25...progress:20.90%....step:790/3780... Discriminator Loss: 1.2091... Generator Loss: 1.0780 Epoch 19/25...progress:21.16%....step:800/3780... Discriminator Loss: 1.8638... Generator Loss: 0.4491
Epoch 19/25...progress:21.43%....step:810/3780... Discriminator Loss: 1.7162... Generator Loss: 0.3946 Epoch 19/25...progress:21.69%....step:820/3780... Discriminator Loss: 1.7185... Generator Loss: 0.3432 Epoch 19/25...progress:21.96%....step:830/3780... Discriminator Loss: 1.4884... Generator Loss: 0.4683 Epoch 19/25...progress:22.22%....step:840/3780... Discriminator Loss: 1.7614... Generator Loss: 0.3199 Epoch 19/25...progress:22.49%....step:850/3780... Discriminator Loss: 1.4309... Generator Loss: 0.4922 Epoch 19/25...progress:22.75%....step:860/3780... Discriminator Loss: 1.7015... Generator Loss: 0.3674 Epoch 19/25...progress:23.02%....step:870/3780... Discriminator Loss: 1.5403... Generator Loss: 0.4277 Epoch 19/25...progress:23.28%....step:880/3780... Discriminator Loss: 1.5047... Generator Loss: 0.5684 Epoch 19/25...progress:23.54%....step:890/3780... Discriminator Loss: 2.1750... Generator Loss: 0.2453 Epoch 19/25...progress:23.81%....step:900/3780... Discriminator Loss: 1.9360... Generator Loss: 0.3077 Epoch 19/25...progress:24.07%....step:910/3780... Discriminator Loss: 1.4622... Generator Loss: 1.1080 Epoch 19/25...progress:24.34%....step:920/3780... Discriminator Loss: 0.9566... Generator Loss: 1.0417 Epoch 19/25...progress:24.60%....step:930/3780... Discriminator Loss: 1.6975... Generator Loss: 0.3991 Epoch 19/25...progress:24.87%....step:940/3780... Discriminator Loss: 1.3246... Generator Loss: 0.5958 Epoch 19/25...progress:25.13%....step:950/3780... Discriminator Loss: 2.5870... Generator Loss: 0.1874 Epoch 19/25...progress:25.40%....step:960/3780... Discriminator Loss: 1.2716... Generator Loss: 0.7300 Epoch 19/25...progress:25.66%....step:970/3780... Discriminator Loss: 1.2763... Generator Loss: 0.8368 Epoch 19/25...progress:25.93%....step:980/3780... Discriminator Loss: 1.3955... Generator Loss: 0.5908 Epoch 19/25...progress:26.19%....step:990/3780... Discriminator Loss: 1.3002... Generator Loss: 0.8274 Epoch 19/25...progress:26.46%....step:1000/3780... Discriminator Loss: 2.5448... Generator Loss: 0.1762
Epoch 19/25...progress:26.72%....step:1010/3780... Discriminator Loss: 1.7844... Generator Loss: 0.3377 Epoch 19/25...progress:26.98%....step:1020/3780... Discriminator Loss: 2.0962... Generator Loss: 0.2757 Epoch 19/25...progress:27.25%....step:1030/3780... Discriminator Loss: 2.0188... Generator Loss: 0.2627 Epoch 19/25...progress:27.51%....step:1040/3780... Discriminator Loss: 1.1140... Generator Loss: 0.7993 Epoch 19/25...progress:27.78%....step:1050/3780... Discriminator Loss: 2.4379... Generator Loss: 0.1750 Epoch 19/25...progress:28.04%....step:1060/3780... Discriminator Loss: 1.0458... Generator Loss: 0.9691 Epoch 19/25...progress:28.31%....step:1070/3780... Discriminator Loss: 1.5754... Generator Loss: 0.4551 Epoch 19/25...progress:28.57%....step:1080/3780... Discriminator Loss: 2.0080... Generator Loss: 0.3077 Epoch 19/25...progress:28.84%....step:1090/3780... Discriminator Loss: 1.8024... Generator Loss: 0.3642 Epoch 19/25...progress:29.10%....step:1100/3780... Discriminator Loss: 1.5504... Generator Loss: 1.1137 Epoch 19/25...progress:29.37%....step:1110/3780... Discriminator Loss: 1.5331... Generator Loss: 0.4686 Epoch 19/25...progress:29.63%....step:1120/3780... Discriminator Loss: 1.4161... Generator Loss: 0.5736 Epoch 19/25...progress:29.89%....step:1130/3780... Discriminator Loss: 2.0798... Generator Loss: 0.2482 Epoch 19/25...progress:30.16%....step:1140/3780... Discriminator Loss: 1.4285... Generator Loss: 0.5728 Epoch 19/25...progress:30.42%....step:1150/3780... Discriminator Loss: 1.1319... Generator Loss: 1.8545 Epoch 19/25...progress:30.69%....step:1160/3780... Discriminator Loss: 1.9236... Generator Loss: 0.3424 Epoch 19/25...progress:30.95%....step:1170/3780... Discriminator Loss: 2.0667... Generator Loss: 0.2390 Epoch 19/25...progress:31.22%....step:1180/3780... Discriminator Loss: 1.1004... Generator Loss: 1.0214 Epoch 19/25...progress:31.48%....step:1190/3780... Discriminator Loss: 1.4518... Generator Loss: 0.5068 Epoch 19/25...progress:31.75%....step:1200/3780... Discriminator Loss: 2.5325... Generator Loss: 0.1567
Epoch 19/25...progress:32.01%....step:1210/3780... Discriminator Loss: 1.8322... Generator Loss: 0.3793 Epoch 19/25...progress:32.28%....step:1220/3780... Discriminator Loss: 1.8231... Generator Loss: 0.3235 Epoch 19/25...progress:32.54%....step:1230/3780... Discriminator Loss: 1.3267... Generator Loss: 0.6016 Epoch 19/25...progress:32.80%....step:1240/3780... Discriminator Loss: 1.3330... Generator Loss: 0.6242 Epoch 19/25...progress:33.07%....step:1250/3780... Discriminator Loss: 1.3021... Generator Loss: 0.6231 Epoch 19/25...progress:33.33%....step:1260/3780... Discriminator Loss: 1.9484... Generator Loss: 0.2978 Epoch 19/25...progress:33.60%....step:1270/3780... Discriminator Loss: 1.5037... Generator Loss: 0.4808 Epoch 19/25...progress:33.86%....step:1280/3780... Discriminator Loss: 1.2208... Generator Loss: 0.6542 Epoch 19/25...progress:34.13%....step:1290/3780... Discriminator Loss: 1.3143... Generator Loss: 0.6828 Epoch 19/25...progress:34.39%....step:1300/3780... Discriminator Loss: 1.5435... Generator Loss: 0.4484 Epoch 19/25...progress:34.66%....step:1310/3780... Discriminator Loss: 1.6697... Generator Loss: 0.3978 Epoch 19/25...progress:34.92%....step:1320/3780... Discriminator Loss: 1.5117... Generator Loss: 0.5519 Epoch 19/25...progress:35.19%....step:1330/3780... Discriminator Loss: 1.1209... Generator Loss: 0.7579 Epoch 19/25...progress:35.45%....step:1340/3780... Discriminator Loss: 1.1361... Generator Loss: 0.8160 Epoch 19/25...progress:35.71%....step:1350/3780... Discriminator Loss: 1.9452... Generator Loss: 0.2840 Epoch 19/25...progress:35.98%....step:1360/3780... Discriminator Loss: 1.4181... Generator Loss: 0.5844 Epoch 19/25...progress:36.24%....step:1370/3780... Discriminator Loss: 1.9333... Generator Loss: 0.2658 Epoch 19/25...progress:36.51%....step:1380/3780... Discriminator Loss: 1.2294... Generator Loss: 0.6889 Epoch 19/25...progress:36.77%....step:1390/3780... Discriminator Loss: 1.2398... Generator Loss: 0.6263 Epoch 19/25...progress:37.04%....step:1400/3780... Discriminator Loss: 1.8933... Generator Loss: 0.2881
Epoch 19/25...progress:37.30%....step:1410/3780... Discriminator Loss: 2.1609... Generator Loss: 0.2480 Epoch 19/25...progress:37.57%....step:1420/3780... Discriminator Loss: 0.9567... Generator Loss: 1.6580 Epoch 19/25...progress:37.83%....step:1430/3780... Discriminator Loss: 1.4785... Generator Loss: 0.4928 Epoch 19/25...progress:38.10%....step:1440/3780... Discriminator Loss: 2.6937... Generator Loss: 0.1326 Epoch 19/25...progress:38.36%....step:1450/3780... Discriminator Loss: 0.8635... Generator Loss: 1.3516 Epoch 19/25...progress:38.62%....step:1460/3780... Discriminator Loss: 2.7619... Generator Loss: 0.1321 Epoch 19/25...progress:38.89%....step:1470/3780... Discriminator Loss: 1.2059... Generator Loss: 0.8976 Epoch 19/25...progress:39.15%....step:1480/3780... Discriminator Loss: 1.5252... Generator Loss: 0.4262 Epoch 19/25...progress:39.42%....step:1490/3780... Discriminator Loss: 1.4958... Generator Loss: 0.5334 Epoch 19/25...progress:39.68%....step:1500/3780... Discriminator Loss: 2.1948... Generator Loss: 0.2261 Epoch 19/25...progress:39.95%....step:1510/3780... Discriminator Loss: 1.2792... Generator Loss: 0.8090 Epoch 19/25...progress:40.21%....step:1520/3780... Discriminator Loss: 1.1330... Generator Loss: 0.9600 Epoch 19/25...progress:40.48%....step:1530/3780... Discriminator Loss: 1.3955... Generator Loss: 0.5802 Epoch 19/25...progress:40.74%....step:1540/3780... Discriminator Loss: 1.1781... Generator Loss: 0.7568 Epoch 19/25...progress:41.01%....step:1550/3780... Discriminator Loss: 2.1870... Generator Loss: 0.2293 Epoch 19/25...progress:41.27%....step:1560/3780... Discriminator Loss: 2.0355... Generator Loss: 0.2767 Epoch 19/25...progress:41.53%....step:1570/3780... Discriminator Loss: 2.3917... Generator Loss: 0.1851 Epoch 19/25...progress:41.80%....step:1580/3780... Discriminator Loss: 1.3297... Generator Loss: 0.6974 Epoch 19/25...progress:42.06%....step:1590/3780... Discriminator Loss: 1.2068... Generator Loss: 0.7055 Epoch 19/25...progress:42.33%....step:1600/3780... Discriminator Loss: 0.9549... Generator Loss: 1.2452
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Epoch 19/25...progress:58.47%....step:2210/3780... Discriminator Loss: 2.2169... Generator Loss: 0.2214 Epoch 19/25...progress:58.73%....step:2220/3780... Discriminator Loss: 2.0098... Generator Loss: 0.2630 Epoch 19/25...progress:58.99%....step:2230/3780... Discriminator Loss: 1.3270... Generator Loss: 0.6031 Epoch 19/25...progress:59.26%....step:2240/3780... Discriminator Loss: 1.3169... Generator Loss: 0.6546 Epoch 19/25...progress:59.52%....step:2250/3780... Discriminator Loss: 1.9845... Generator Loss: 0.2919 Epoch 19/25...progress:59.79%....step:2260/3780... Discriminator Loss: 1.2876... Generator Loss: 0.8598 Epoch 19/25...progress:60.05%....step:2270/3780... Discriminator Loss: 2.0711... Generator Loss: 0.2523 Epoch 19/25...progress:60.32%....step:2280/3780... Discriminator Loss: 1.6198... Generator Loss: 0.3856 Epoch 19/25...progress:60.58%....step:2290/3780... Discriminator Loss: 1.5062... Generator Loss: 2.4538 Epoch 19/25...progress:60.85%....step:2300/3780... Discriminator Loss: 1.1306... Generator Loss: 0.8136 Epoch 19/25...progress:61.11%....step:2310/3780... Discriminator Loss: 2.5922... Generator Loss: 0.1601 Epoch 19/25...progress:61.38%....step:2320/3780... Discriminator Loss: 0.8861... Generator Loss: 1.1536 Epoch 19/25...progress:61.64%....step:2330/3780... Discriminator Loss: 1.3515... Generator Loss: 0.7062 Epoch 19/25...progress:61.90%....step:2340/3780... Discriminator Loss: 2.7147... Generator Loss: 0.1531 Epoch 19/25...progress:62.17%....step:2350/3780... Discriminator Loss: 1.4887... Generator Loss: 0.4689 Epoch 19/25...progress:62.43%....step:2360/3780... Discriminator Loss: 1.4830... Generator Loss: 0.5128 Epoch 19/25...progress:62.70%....step:2370/3780... Discriminator Loss: 1.7928... Generator Loss: 0.3458 Epoch 19/25...progress:62.96%....step:2380/3780... Discriminator Loss: 1.7661... Generator Loss: 0.3645 Epoch 19/25...progress:63.23%....step:2390/3780... Discriminator Loss: 1.7327... Generator Loss: 0.3577 Epoch 19/25...progress:63.49%....step:2400/3780... Discriminator Loss: 1.6534... Generator Loss: 0.4162
Epoch 19/25...progress:63.76%....step:2410/3780... Discriminator Loss: 1.0415... Generator Loss: 0.9060 Epoch 19/25...progress:64.02%....step:2420/3780... Discriminator Loss: 1.7859... Generator Loss: 0.3314 Epoch 19/25...progress:64.29%....step:2430/3780... Discriminator Loss: 1.4469... Generator Loss: 0.5707 Epoch 19/25...progress:64.55%....step:2440/3780... Discriminator Loss: 1.2671... Generator Loss: 0.8381 Epoch 19/25...progress:64.81%....step:2450/3780... Discriminator Loss: 1.3100... Generator Loss: 0.6405 Epoch 19/25...progress:65.08%....step:2460/3780... Discriminator Loss: 1.8254... Generator Loss: 0.3626 Epoch 19/25...progress:65.34%....step:2470/3780... Discriminator Loss: 2.1827... Generator Loss: 0.2510 Epoch 19/25...progress:65.61%....step:2480/3780... Discriminator Loss: 1.2418... Generator Loss: 0.7339 Epoch 19/25...progress:65.87%....step:2490/3780... Discriminator Loss: 0.9080... Generator Loss: 1.0371 Epoch 19/25...progress:66.14%....step:2500/3780... Discriminator Loss: 1.0889... Generator Loss: 0.9313 Epoch 19/25...progress:66.40%....step:2510/3780... Discriminator Loss: 1.7858... Generator Loss: 0.3452 Epoch 19/25...progress:66.67%....step:2520/3780... Discriminator Loss: 1.5679... Generator Loss: 0.5482 Epoch 19/25...progress:66.93%....step:2530/3780... Discriminator Loss: 1.9192... Generator Loss: 0.3096 Epoch 19/25...progress:67.20%....step:2540/3780... Discriminator Loss: 1.3224... Generator Loss: 0.6959 Epoch 19/25...progress:67.46%....step:2550/3780... Discriminator Loss: 2.0207... Generator Loss: 0.2628 Epoch 19/25...progress:67.72%....step:2560/3780... Discriminator Loss: 1.8307... Generator Loss: 0.3458 Epoch 19/25...progress:67.99%....step:2570/3780... Discriminator Loss: 1.5238... Generator Loss: 0.4429 Epoch 19/25...progress:68.25%....step:2580/3780... Discriminator Loss: 1.2515... Generator Loss: 0.6246 Epoch 19/25...progress:68.52%....step:2590/3780... Discriminator Loss: 1.4107... Generator Loss: 0.6091 Epoch 19/25...progress:68.78%....step:2600/3780... Discriminator Loss: 1.4515... Generator Loss: 0.5906
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Epoch 19/25...progress:74.34%....step:2810/3780... Discriminator Loss: 1.7910... Generator Loss: 0.3548 Epoch 19/25...progress:74.60%....step:2820/3780... Discriminator Loss: 1.8780... Generator Loss: 0.3129 Epoch 19/25...progress:74.87%....step:2830/3780... Discriminator Loss: 1.0342... Generator Loss: 0.8616 Epoch 19/25...progress:75.13%....step:2840/3780... Discriminator Loss: 2.0555... Generator Loss: 0.2399 Epoch 19/25...progress:75.40%....step:2850/3780... Discriminator Loss: 1.9372... Generator Loss: 0.2799 Epoch 19/25...progress:75.66%....step:2860/3780... Discriminator Loss: 2.3942... Generator Loss: 0.2359 Epoch 19/25...progress:75.93%....step:2870/3780... Discriminator Loss: 1.3806... Generator Loss: 0.5722 Epoch 19/25...progress:76.19%....step:2880/3780... Discriminator Loss: 1.0104... Generator Loss: 1.1364 Epoch 19/25...progress:76.46%....step:2890/3780... Discriminator Loss: 1.4258... Generator Loss: 0.5053 Epoch 19/25...progress:76.72%....step:2900/3780... Discriminator Loss: 1.5103... Generator Loss: 0.5135 Epoch 19/25...progress:76.98%....step:2910/3780... Discriminator Loss: 1.1555... Generator Loss: 0.8915 Epoch 19/25...progress:77.25%....step:2920/3780... Discriminator Loss: 1.3484... Generator Loss: 0.7807 Epoch 19/25...progress:77.51%....step:2930/3780... Discriminator Loss: 1.5783... Generator Loss: 0.4523 Epoch 19/25...progress:77.78%....step:2940/3780... Discriminator Loss: 1.1849... Generator Loss: 0.6674 Epoch 19/25...progress:78.04%....step:2950/3780... Discriminator Loss: 2.6481... Generator Loss: 0.1743 Epoch 19/25...progress:78.31%....step:2960/3780... Discriminator Loss: 1.2762... Generator Loss: 0.8434 Epoch 19/25...progress:78.57%....step:2970/3780... Discriminator Loss: 1.4901... Generator Loss: 0.5022 Epoch 19/25...progress:78.84%....step:2980/3780... Discriminator Loss: 1.3935... Generator Loss: 0.5390 Epoch 19/25...progress:79.10%....step:2990/3780... Discriminator Loss: 1.6358... Generator Loss: 0.4155 Epoch 19/25...progress:79.37%....step:3000/3780... Discriminator Loss: 1.6397... Generator Loss: 0.4114
Epoch 19/25...progress:79.63%....step:3010/3780... Discriminator Loss: 0.8900... Generator Loss: 1.1133 Epoch 19/25...progress:79.89%....step:3020/3780... Discriminator Loss: 1.3193... Generator Loss: 0.6981 Epoch 19/25...progress:80.16%....step:3030/3780... Discriminator Loss: 2.3637... Generator Loss: 0.1715 Epoch 19/25...progress:80.42%....step:3040/3780... Discriminator Loss: 1.3669... Generator Loss: 0.7974 Epoch 19/25...progress:80.69%....step:3050/3780... Discriminator Loss: 1.7053... Generator Loss: 0.3903 Epoch 19/25...progress:80.95%....step:3060/3780... Discriminator Loss: 1.8275... Generator Loss: 0.3299 Epoch 19/25...progress:81.22%....step:3070/3780... Discriminator Loss: 1.3802... Generator Loss: 0.5552 Epoch 19/25...progress:81.48%....step:3080/3780... Discriminator Loss: 2.3424... Generator Loss: 0.2139 Epoch 19/25...progress:81.75%....step:3090/3780... Discriminator Loss: 1.6359... Generator Loss: 0.4187 Epoch 19/25...progress:82.01%....step:3100/3780... Discriminator Loss: 1.4309... Generator Loss: 0.5260 Epoch 19/25...progress:82.28%....step:3110/3780... Discriminator Loss: 1.3975... Generator Loss: 0.5372 Epoch 19/25...progress:82.54%....step:3120/3780... Discriminator Loss: 1.4902... Generator Loss: 0.4679 Epoch 19/25...progress:82.80%....step:3130/3780... Discriminator Loss: 1.4093... Generator Loss: 0.5242 Epoch 19/25...progress:83.07%....step:3140/3780... Discriminator Loss: 1.9450... Generator Loss: 1.7002 Epoch 19/25...progress:83.33%....step:3150/3780... Discriminator Loss: 1.0745... Generator Loss: 0.8801 Epoch 19/25...progress:83.60%....step:3160/3780... Discriminator Loss: 1.2697... Generator Loss: 0.6519 Epoch 19/25...progress:83.86%....step:3170/3780... Discriminator Loss: 1.6905... Generator Loss: 0.3775 Epoch 19/25...progress:84.13%....step:3180/3780... Discriminator Loss: 1.2331... Generator Loss: 0.6812 Epoch 19/25...progress:84.39%....step:3190/3780... Discriminator Loss: 1.3378... Generator Loss: 0.7788 Epoch 19/25...progress:84.66%....step:3200/3780... Discriminator Loss: 1.2736... Generator Loss: 0.6284
Epoch 19/25...progress:84.92%....step:3210/3780... Discriminator Loss: 2.0841... Generator Loss: 0.3215 Epoch 19/25...progress:85.19%....step:3220/3780... Discriminator Loss: 1.9735... Generator Loss: 0.2687 Epoch 19/25...progress:85.45%....step:3230/3780... Discriminator Loss: 1.9534... Generator Loss: 0.3218 Epoch 19/25...progress:85.71%....step:3240/3780... Discriminator Loss: 1.2931... Generator Loss: 0.7631 Epoch 19/25...progress:85.98%....step:3250/3780... Discriminator Loss: 1.7334... Generator Loss: 0.3690 Epoch 19/25...progress:86.24%....step:3260/3780... Discriminator Loss: 1.7961... Generator Loss: 0.3319 Epoch 19/25...progress:86.51%....step:3270/3780... Discriminator Loss: 1.3995... Generator Loss: 0.5357 Epoch 19/25...progress:86.77%....step:3280/3780... Discriminator Loss: 1.4856... Generator Loss: 0.4904 Epoch 19/25...progress:87.04%....step:3290/3780... Discriminator Loss: 1.3150... Generator Loss: 0.6243 Epoch 19/25...progress:87.30%....step:3300/3780... Discriminator Loss: 1.4565... Generator Loss: 0.6250 Epoch 19/25...progress:87.57%....step:3310/3780... Discriminator Loss: 1.6043... Generator Loss: 0.4806 Epoch 19/25...progress:87.83%....step:3320/3780... Discriminator Loss: 1.6742... Generator Loss: 0.4176 Epoch 19/25...progress:88.10%....step:3330/3780... Discriminator Loss: 1.8415... Generator Loss: 0.3978 Epoch 19/25...progress:88.36%....step:3340/3780... Discriminator Loss: 1.4483... Generator Loss: 0.5793 Epoch 19/25...progress:88.62%....step:3350/3780... Discriminator Loss: 1.3753... Generator Loss: 0.6871 Epoch 19/25...progress:88.89%....step:3360/3780... Discriminator Loss: 1.7863... Generator Loss: 0.3380 Epoch 19/25...progress:89.15%....step:3370/3780... Discriminator Loss: 1.8193... Generator Loss: 0.3986 Epoch 19/25...progress:89.42%....step:3380/3780... Discriminator Loss: 1.4695... Generator Loss: 2.2527 Epoch 19/25...progress:89.68%....step:3390/3780... Discriminator Loss: 1.7543... Generator Loss: 0.3851 Epoch 19/25...progress:89.95%....step:3400/3780... Discriminator Loss: 1.6230... Generator Loss: 0.4382
Epoch 19/25...progress:90.21%....step:3410/3780... Discriminator Loss: 1.2593... Generator Loss: 0.6846 Epoch 19/25...progress:90.48%....step:3420/3780... Discriminator Loss: 1.7485... Generator Loss: 0.3725 Epoch 19/25...progress:90.74%....step:3430/3780... Discriminator Loss: 1.1250... Generator Loss: 0.7908 Epoch 19/25...progress:91.01%....step:3440/3780... Discriminator Loss: 1.4791... Generator Loss: 0.4559 Epoch 19/25...progress:91.27%....step:3450/3780... Discriminator Loss: 1.6712... Generator Loss: 0.3939 Epoch 19/25...progress:91.53%....step:3460/3780... Discriminator Loss: 1.1732... Generator Loss: 0.7571 Epoch 19/25...progress:91.80%....step:3470/3780... Discriminator Loss: 1.1814... Generator Loss: 1.2697 Epoch 19/25...progress:92.06%....step:3480/3780... Discriminator Loss: 1.9694... Generator Loss: 0.2852 Epoch 19/25...progress:92.33%....step:3490/3780... Discriminator Loss: 1.6033... Generator Loss: 0.4626 Epoch 19/25...progress:92.59%....step:3500/3780... Discriminator Loss: 1.5268... Generator Loss: 0.4822 Epoch 19/25...progress:92.86%....step:3510/3780... Discriminator Loss: 1.3946... Generator Loss: 0.5126 Epoch 19/25...progress:93.12%....step:3520/3780... Discriminator Loss: 1.9721... Generator Loss: 0.3156 Epoch 19/25...progress:93.39%....step:3530/3780... Discriminator Loss: 1.4684... Generator Loss: 0.7192 Epoch 19/25...progress:93.65%....step:3540/3780... Discriminator Loss: 1.2360... Generator Loss: 2.7576 Epoch 19/25...progress:93.92%....step:3550/3780... Discriminator Loss: 1.2863... Generator Loss: 0.7335 Epoch 19/25...progress:94.18%....step:3560/3780... Discriminator Loss: 1.2902... Generator Loss: 0.7571 Epoch 19/25...progress:94.44%....step:3570/3780... Discriminator Loss: 1.3305... Generator Loss: 0.6253 Epoch 19/25...progress:94.71%....step:3580/3780... Discriminator Loss: 1.6374... Generator Loss: 0.4283 Epoch 19/25...progress:94.97%....step:3590/3780... Discriminator Loss: 1.4456... Generator Loss: 0.5031 Epoch 19/25...progress:95.24%....step:3600/3780... Discriminator Loss: 1.7634... Generator Loss: 0.3132
Epoch 19/25...progress:95.50%....step:3610/3780... Discriminator Loss: 1.6596... Generator Loss: 1.5945 Epoch 19/25...progress:95.77%....step:3620/3780... Discriminator Loss: 1.5964... Generator Loss: 0.4608 Epoch 19/25...progress:96.03%....step:3630/3780... Discriminator Loss: 1.8390... Generator Loss: 0.3278 Epoch 19/25...progress:96.30%....step:3640/3780... Discriminator Loss: 2.1090... Generator Loss: 0.2162 Epoch 19/25...progress:96.56%....step:3650/3780... Discriminator Loss: 1.2096... Generator Loss: 0.7058 Epoch 19/25...progress:96.83%....step:3660/3780... Discriminator Loss: 1.8569... Generator Loss: 0.3050 Epoch 19/25...progress:97.09%....step:3670/3780... Discriminator Loss: 2.1584... Generator Loss: 0.2533 Epoch 19/25...progress:97.35%....step:3680/3780... Discriminator Loss: 1.5021... Generator Loss: 0.4828 Epoch 19/25...progress:97.62%....step:3690/3780... Discriminator Loss: 1.8195... Generator Loss: 0.3128 Epoch 19/25...progress:97.88%....step:3700/3780... Discriminator Loss: 1.5426... Generator Loss: 0.4261 Epoch 19/25...progress:98.15%....step:3710/3780... Discriminator Loss: 1.2430... Generator Loss: 0.9424 Epoch 19/25...progress:98.41%....step:3720/3780... Discriminator Loss: 2.8629... Generator Loss: 0.1223 Epoch 19/25...progress:98.68%....step:3730/3780... Discriminator Loss: 0.9397... Generator Loss: 0.9823 Epoch 19/25...progress:98.94%....step:3740/3780... Discriminator Loss: 1.0938... Generator Loss: 1.1339 Epoch 19/25...progress:99.21%....step:3750/3780... Discriminator Loss: 2.1251... Generator Loss: 0.2430 Epoch 19/25...progress:99.47%....step:3760/3780... Discriminator Loss: 1.5905... Generator Loss: 0.4823 Epoch 19/25...progress:99.74%....step:3770/3780... Discriminator Loss: 1.6170... Generator Loss: 0.4017 STARTING epoch: 19 , steps: 3780 ........ Epoch 20/25...progress:0.00%....step:0/3780... Discriminator Loss: 1.7288... Generator Loss: 0.3684
Epoch 20/25...progress:0.26%....step:10/3780... Discriminator Loss: 1.2956... Generator Loss: 0.6568 Epoch 20/25...progress:0.53%....step:20/3780... Discriminator Loss: 1.9658... Generator Loss: 0.3141 Epoch 20/25...progress:0.79%....step:30/3780... Discriminator Loss: 1.4337... Generator Loss: 0.5690 Epoch 20/25...progress:1.06%....step:40/3780... Discriminator Loss: 1.8057... Generator Loss: 0.3691 Epoch 20/25...progress:1.32%....step:50/3780... Discriminator Loss: 1.2939... Generator Loss: 0.6959 Epoch 20/25...progress:1.59%....step:60/3780... Discriminator Loss: 2.0877... Generator Loss: 0.2253 Epoch 20/25...progress:1.85%....step:70/3780... Discriminator Loss: 1.5386... Generator Loss: 0.4589 Epoch 20/25...progress:2.12%....step:80/3780... Discriminator Loss: 2.2305... Generator Loss: 0.2167 Epoch 20/25...progress:2.38%....step:90/3780... Discriminator Loss: 1.7606... Generator Loss: 0.3462 Epoch 20/25...progress:2.65%....step:100/3780... Discriminator Loss: 1.7289... Generator Loss: 0.4248 Epoch 20/25...progress:2.91%....step:110/3780... Discriminator Loss: 1.5946... Generator Loss: 0.4811 Epoch 20/25...progress:3.17%....step:120/3780... Discriminator Loss: 1.9881... Generator Loss: 0.2789 Epoch 20/25...progress:3.44%....step:130/3780... Discriminator Loss: 2.0608... Generator Loss: 0.2509 Epoch 20/25...progress:3.70%....step:140/3780... Discriminator Loss: 1.1704... Generator Loss: 0.7789 Epoch 20/25...progress:3.97%....step:150/3780... Discriminator Loss: 1.6150... Generator Loss: 0.4144 Epoch 20/25...progress:4.23%....step:160/3780... Discriminator Loss: 1.7724... Generator Loss: 0.3527 Epoch 20/25...progress:4.50%....step:170/3780... Discriminator Loss: 2.6666... Generator Loss: 0.2086 Epoch 20/25...progress:4.76%....step:180/3780... Discriminator Loss: 1.1371... Generator Loss: 0.7455 Epoch 20/25...progress:5.03%....step:190/3780... Discriminator Loss: 0.7971... Generator Loss: 1.6477 Epoch 20/25...progress:5.29%....step:200/3780... Discriminator Loss: 2.0282... Generator Loss: 0.2540
Epoch 20/25...progress:5.56%....step:210/3780... Discriminator Loss: 1.4419... Generator Loss: 0.6336 Epoch 20/25...progress:5.82%....step:220/3780... Discriminator Loss: 1.4440... Generator Loss: 0.5156 Epoch 20/25...progress:6.08%....step:230/3780... Discriminator Loss: 1.6105... Generator Loss: 0.4270 Epoch 20/25...progress:6.35%....step:240/3780... Discriminator Loss: 1.5536... Generator Loss: 0.4386 Epoch 20/25...progress:6.61%....step:250/3780... Discriminator Loss: 1.0112... Generator Loss: 0.9068 Epoch 20/25...progress:6.88%....step:260/3780... Discriminator Loss: 1.2183... Generator Loss: 0.7176 Epoch 20/25...progress:7.14%....step:270/3780... Discriminator Loss: 1.5332... Generator Loss: 0.4424 Epoch 20/25...progress:7.41%....step:280/3780... Discriminator Loss: 1.5281... Generator Loss: 0.4740 Epoch 20/25...progress:7.67%....step:290/3780... Discriminator Loss: 1.4293... Generator Loss: 0.5744 Epoch 20/25...progress:7.94%....step:300/3780... Discriminator Loss: 2.1021... Generator Loss: 0.2725 Epoch 20/25...progress:8.20%....step:310/3780... Discriminator Loss: 1.8447... Generator Loss: 0.3524 Epoch 20/25...progress:8.47%....step:320/3780... Discriminator Loss: 1.4393... Generator Loss: 0.5193 Epoch 20/25...progress:8.73%....step:330/3780... Discriminator Loss: 1.9751... Generator Loss: 0.2912 Epoch 20/25...progress:8.99%....step:340/3780... Discriminator Loss: 2.0726... Generator Loss: 0.2903 Epoch 20/25...progress:9.26%....step:350/3780... Discriminator Loss: 1.2145... Generator Loss: 0.8053 Epoch 20/25...progress:9.52%....step:360/3780... Discriminator Loss: 1.7534... Generator Loss: 0.3506 Epoch 20/25...progress:9.79%....step:370/3780... Discriminator Loss: 1.8400... Generator Loss: 0.3033 Epoch 20/25...progress:10.05%....step:380/3780... Discriminator Loss: 1.1260... Generator Loss: 0.7733 Epoch 20/25...progress:10.32%....step:390/3780... Discriminator Loss: 2.5088... Generator Loss: 0.1592 Epoch 20/25...progress:10.58%....step:400/3780... Discriminator Loss: 1.4918... Generator Loss: 0.4795
Epoch 20/25...progress:10.85%....step:410/3780... Discriminator Loss: 1.6079... Generator Loss: 0.4359 Epoch 20/25...progress:11.11%....step:420/3780... Discriminator Loss: 1.2037... Generator Loss: 1.2728 Epoch 20/25...progress:11.38%....step:430/3780... Discriminator Loss: 1.5304... Generator Loss: 0.5807 Epoch 20/25...progress:11.64%....step:440/3780... Discriminator Loss: 1.7776... Generator Loss: 0.3368 Epoch 20/25...progress:11.90%....step:450/3780... Discriminator Loss: 1.6651... Generator Loss: 0.3923 Epoch 20/25...progress:12.17%....step:460/3780... Discriminator Loss: 1.2737... Generator Loss: 0.7244 Epoch 20/25...progress:12.43%....step:470/3780... Discriminator Loss: 2.6311... Generator Loss: 0.1935 Epoch 20/25...progress:12.70%....step:480/3780... Discriminator Loss: 1.4448... Generator Loss: 0.4793 Epoch 20/25...progress:12.96%....step:490/3780... Discriminator Loss: 2.2871... Generator Loss: 0.2175 Epoch 20/25...progress:13.23%....step:500/3780... Discriminator Loss: 1.8804... Generator Loss: 0.3386 Epoch 20/25...progress:13.49%....step:510/3780... Discriminator Loss: 1.7704... Generator Loss: 0.3321 Epoch 20/25...progress:13.76%....step:520/3780... Discriminator Loss: 1.4815... Generator Loss: 0.5187 Epoch 20/25...progress:14.02%....step:530/3780... Discriminator Loss: 1.4424... Generator Loss: 0.4983 Epoch 20/25...progress:14.29%....step:540/3780... Discriminator Loss: 1.3273... Generator Loss: 0.6555 Epoch 20/25...progress:14.55%....step:550/3780... Discriminator Loss: 1.4771... Generator Loss: 0.5001 Epoch 20/25...progress:14.81%....step:560/3780... Discriminator Loss: 1.4630... Generator Loss: 0.5070 Epoch 20/25...progress:15.08%....step:570/3780... Discriminator Loss: 1.6770... Generator Loss: 0.4680 Epoch 20/25...progress:15.34%....step:580/3780... Discriminator Loss: 1.6731... Generator Loss: 0.4102 Epoch 20/25...progress:15.61%....step:590/3780... Discriminator Loss: 2.4585... Generator Loss: 0.1852 Epoch 20/25...progress:15.87%....step:600/3780... Discriminator Loss: 1.2437... Generator Loss: 0.6914
Epoch 20/25...progress:16.14%....step:610/3780... Discriminator Loss: 1.6092... Generator Loss: 0.4892 Epoch 20/25...progress:16.40%....step:620/3780... Discriminator Loss: 1.9780... Generator Loss: 0.2877 Epoch 20/25...progress:16.67%....step:630/3780... Discriminator Loss: 1.1874... Generator Loss: 0.8438 Epoch 20/25...progress:16.93%....step:640/3780... Discriminator Loss: 1.6738... Generator Loss: 0.3832 Epoch 20/25...progress:17.20%....step:650/3780... Discriminator Loss: 1.6497... Generator Loss: 0.5800 Epoch 20/25...progress:17.46%....step:660/3780... Discriminator Loss: 1.2713... Generator Loss: 0.5954 Epoch 20/25...progress:17.72%....step:670/3780... Discriminator Loss: 1.3339... Generator Loss: 1.0840 Epoch 20/25...progress:17.99%....step:680/3780... Discriminator Loss: 1.8809... Generator Loss: 0.3369 Epoch 20/25...progress:18.25%....step:690/3780... Discriminator Loss: 2.2716... Generator Loss: 0.2329 Epoch 20/25...progress:18.52%....step:700/3780... Discriminator Loss: 1.3313... Generator Loss: 0.5709 Epoch 20/25...progress:18.78%....step:710/3780... Discriminator Loss: 1.5012... Generator Loss: 0.4849 Epoch 20/25...progress:19.05%....step:720/3780... Discriminator Loss: 1.4687... Generator Loss: 0.5618 Epoch 20/25...progress:19.31%....step:730/3780... Discriminator Loss: 1.3120... Generator Loss: 0.6423 Epoch 20/25...progress:19.58%....step:740/3780... Discriminator Loss: 1.8091... Generator Loss: 0.3326 Epoch 20/25...progress:19.84%....step:750/3780... Discriminator Loss: 2.2394... Generator Loss: 0.2191 Epoch 20/25...progress:20.11%....step:760/3780... Discriminator Loss: 1.3831... Generator Loss: 0.7019 Epoch 20/25...progress:20.37%....step:770/3780... Discriminator Loss: 2.4245... Generator Loss: 0.1698 Epoch 20/25...progress:20.63%....step:780/3780... Discriminator Loss: 1.4436... Generator Loss: 0.5861 Epoch 20/25...progress:20.90%....step:790/3780... Discriminator Loss: 1.9685... Generator Loss: 0.3638 Epoch 20/25...progress:21.16%....step:800/3780... Discriminator Loss: 2.0143... Generator Loss: 0.2857
Epoch 20/25...progress:21.43%....step:810/3780... Discriminator Loss: 1.5381... Generator Loss: 0.6315 Epoch 20/25...progress:21.69%....step:820/3780... Discriminator Loss: 2.0687... Generator Loss: 0.3001 Epoch 20/25...progress:21.96%....step:830/3780... Discriminator Loss: 1.1354... Generator Loss: 0.7909 Epoch 20/25...progress:22.22%....step:840/3780... Discriminator Loss: 1.6245... Generator Loss: 0.4625 Epoch 20/25...progress:22.49%....step:850/3780... Discriminator Loss: 1.6246... Generator Loss: 0.4117 Epoch 20/25...progress:22.75%....step:860/3780... Discriminator Loss: 1.4695... Generator Loss: 0.5235 Epoch 20/25...progress:23.02%....step:870/3780... Discriminator Loss: 1.5826... Generator Loss: 0.4517 Epoch 20/25...progress:23.28%....step:880/3780... Discriminator Loss: 1.2583... Generator Loss: 1.0644 Epoch 20/25...progress:23.54%....step:890/3780... Discriminator Loss: 2.2467... Generator Loss: 0.2662 Epoch 20/25...progress:23.81%....step:900/3780... Discriminator Loss: 1.5766... Generator Loss: 0.4985 Epoch 20/25...progress:24.07%....step:910/3780... Discriminator Loss: 1.8780... Generator Loss: 0.2963 Epoch 20/25...progress:24.34%....step:920/3780... Discriminator Loss: 0.7239... Generator Loss: 1.4854 Epoch 20/25...progress:24.60%....step:930/3780... Discriminator Loss: 1.9675... Generator Loss: 0.3172 Epoch 20/25...progress:24.87%....step:940/3780... Discriminator Loss: 1.4745... Generator Loss: 0.5200 Epoch 20/25...progress:25.13%....step:950/3780... Discriminator Loss: 2.2186... Generator Loss: 0.2025 Epoch 20/25...progress:25.40%....step:960/3780... Discriminator Loss: 1.3333... Generator Loss: 0.6923 Epoch 20/25...progress:25.66%....step:970/3780... Discriminator Loss: 1.5190... Generator Loss: 0.4538 Epoch 20/25...progress:25.93%....step:980/3780... Discriminator Loss: 1.7471... Generator Loss: 0.3503 Epoch 20/25...progress:26.19%....step:990/3780... Discriminator Loss: 1.8212... Generator Loss: 0.3139 Epoch 20/25...progress:26.46%....step:1000/3780... Discriminator Loss: 2.4109... Generator Loss: 0.1736
Epoch 20/25...progress:26.72%....step:1010/3780... Discriminator Loss: 1.2441... Generator Loss: 0.6503 Epoch 20/25...progress:26.98%....step:1020/3780... Discriminator Loss: 2.4187... Generator Loss: 0.1811 Epoch 20/25...progress:27.25%....step:1030/3780... Discriminator Loss: 1.6070... Generator Loss: 0.4317 Epoch 20/25...progress:27.51%....step:1040/3780... Discriminator Loss: 1.8768... Generator Loss: 0.3394 Epoch 20/25...progress:27.78%....step:1050/3780... Discriminator Loss: 1.5543... Generator Loss: 0.4261 Epoch 20/25...progress:28.04%....step:1060/3780... Discriminator Loss: 1.1099... Generator Loss: 0.8417 Epoch 20/25...progress:28.31%....step:1070/3780... Discriminator Loss: 1.1544... Generator Loss: 0.8593 Epoch 20/25...progress:28.57%....step:1080/3780... Discriminator Loss: 0.9052... Generator Loss: 1.0710 Epoch 20/25...progress:28.84%....step:1090/3780... Discriminator Loss: 1.9732... Generator Loss: 0.2784 Epoch 20/25...progress:29.10%....step:1100/3780... Discriminator Loss: 1.4267... Generator Loss: 1.1016 Epoch 20/25...progress:29.37%....step:1110/3780... Discriminator Loss: 1.7457... Generator Loss: 0.3378 Epoch 20/25...progress:29.63%....step:1120/3780... Discriminator Loss: 1.8635... Generator Loss: 0.3258 Epoch 20/25...progress:29.89%....step:1130/3780... Discriminator Loss: 1.7898... Generator Loss: 0.3260 Epoch 20/25...progress:30.16%....step:1140/3780... Discriminator Loss: 1.3290... Generator Loss: 0.6296 Epoch 20/25...progress:30.42%....step:1150/3780... Discriminator Loss: 0.9937... Generator Loss: 1.2404 Epoch 20/25...progress:30.69%....step:1160/3780... Discriminator Loss: 1.6069... Generator Loss: 0.4197 Epoch 20/25...progress:30.95%....step:1170/3780... Discriminator Loss: 1.9397... Generator Loss: 0.2918 Epoch 20/25...progress:31.22%....step:1180/3780... Discriminator Loss: 0.9415... Generator Loss: 1.4676 Epoch 20/25...progress:31.48%....step:1190/3780... Discriminator Loss: 1.6431... Generator Loss: 0.3756 Epoch 20/25...progress:31.75%....step:1200/3780... Discriminator Loss: 1.8413... Generator Loss: 0.3941
Epoch 20/25...progress:32.01%....step:1210/3780... Discriminator Loss: 1.7385... Generator Loss: 0.3792 Epoch 20/25...progress:32.28%....step:1220/3780... Discriminator Loss: 1.4043... Generator Loss: 0.5079 Epoch 20/25...progress:32.54%....step:1230/3780... Discriminator Loss: 1.3435... Generator Loss: 0.6279 Epoch 20/25...progress:32.80%....step:1240/3780... Discriminator Loss: 1.5287... Generator Loss: 0.4630 Epoch 20/25...progress:33.07%....step:1250/3780... Discriminator Loss: 1.4412... Generator Loss: 0.5189 Epoch 20/25...progress:33.33%....step:1260/3780... Discriminator Loss: 1.3210... Generator Loss: 0.6235 Epoch 20/25...progress:33.60%....step:1270/3780... Discriminator Loss: 1.2707... Generator Loss: 0.6005 Epoch 20/25...progress:33.86%....step:1280/3780... Discriminator Loss: 1.1960... Generator Loss: 0.7456 Epoch 20/25...progress:34.13%....step:1290/3780... Discriminator Loss: 1.0224... Generator Loss: 1.8072 Epoch 20/25...progress:34.39%....step:1300/3780... Discriminator Loss: 1.6489... Generator Loss: 0.4022 Epoch 20/25...progress:34.66%....step:1310/3780... Discriminator Loss: 1.8132... Generator Loss: 0.3155 Epoch 20/25...progress:34.92%....step:1320/3780... Discriminator Loss: 1.1925... Generator Loss: 0.7879 Epoch 20/25...progress:35.19%....step:1330/3780... Discriminator Loss: 2.3143... Generator Loss: 0.2272 Epoch 20/25...progress:35.45%....step:1340/3780... Discriminator Loss: 1.3063... Generator Loss: 0.7519 Epoch 20/25...progress:35.71%....step:1350/3780... Discriminator Loss: 1.3431... Generator Loss: 0.6614 Epoch 20/25...progress:35.98%....step:1360/3780... Discriminator Loss: 0.9142... Generator Loss: 1.6018 Epoch 20/25...progress:36.24%....step:1370/3780... Discriminator Loss: 1.5197... Generator Loss: 0.4590 Epoch 20/25...progress:36.51%....step:1380/3780... Discriminator Loss: 1.7560... Generator Loss: 0.3783 Epoch 20/25...progress:36.77%....step:1390/3780... Discriminator Loss: 1.2991... Generator Loss: 0.6811 Epoch 20/25...progress:37.04%....step:1400/3780... Discriminator Loss: 1.2953... Generator Loss: 0.7000
Epoch 20/25...progress:37.30%....step:1410/3780... Discriminator Loss: 1.0820... Generator Loss: 1.0143 Epoch 20/25...progress:37.57%....step:1420/3780... Discriminator Loss: 1.5051... Generator Loss: 0.4892 Epoch 20/25...progress:37.83%....step:1430/3780... Discriminator Loss: 1.7729... Generator Loss: 0.3378 Epoch 20/25...progress:38.10%....step:1440/3780... Discriminator Loss: 2.2365... Generator Loss: 0.2012 Epoch 20/25...progress:38.36%....step:1450/3780... Discriminator Loss: 1.1872... Generator Loss: 0.7021 Epoch 20/25...progress:38.62%....step:1460/3780... Discriminator Loss: 1.9572... Generator Loss: 0.3540 Epoch 20/25...progress:38.89%....step:1470/3780... Discriminator Loss: 2.0510... Generator Loss: 0.3000 Epoch 20/25...progress:39.15%....step:1480/3780... Discriminator Loss: 1.7284... Generator Loss: 0.3892 Epoch 20/25...progress:39.42%....step:1490/3780... Discriminator Loss: 1.1318... Generator Loss: 0.8488 Epoch 20/25...progress:39.68%....step:1500/3780... Discriminator Loss: 2.1524... Generator Loss: 0.2364 Epoch 20/25...progress:39.95%....step:1510/3780... Discriminator Loss: 1.3653... Generator Loss: 0.5492 Epoch 20/25...progress:40.21%....step:1520/3780... Discriminator Loss: 1.8222... Generator Loss: 0.3358 Epoch 20/25...progress:40.48%....step:1530/3780... Discriminator Loss: 1.4833... Generator Loss: 0.4766 Epoch 20/25...progress:40.74%....step:1540/3780... Discriminator Loss: 1.1248... Generator Loss: 0.9664 Epoch 20/25...progress:41.01%....step:1550/3780... Discriminator Loss: 1.4772... Generator Loss: 0.4870 Epoch 20/25...progress:41.27%....step:1560/3780... Discriminator Loss: 1.8925... Generator Loss: 0.2932 Epoch 20/25...progress:41.53%....step:1570/3780... Discriminator Loss: 1.9776... Generator Loss: 0.2873 Epoch 20/25...progress:41.80%....step:1580/3780... Discriminator Loss: 1.8955... Generator Loss: 0.3020 Epoch 20/25...progress:42.06%....step:1590/3780... Discriminator Loss: 1.2398... Generator Loss: 0.7319 Epoch 20/25...progress:42.33%....step:1600/3780... Discriminator Loss: 0.9604... Generator Loss: 1.3473
Epoch 20/25...progress:42.59%....step:1610/3780... Discriminator Loss: 1.2173... Generator Loss: 0.8145 Epoch 20/25...progress:42.86%....step:1620/3780... Discriminator Loss: 1.3718... Generator Loss: 0.5968 Epoch 20/25...progress:43.12%....step:1630/3780... Discriminator Loss: 1.0591... Generator Loss: 0.9410 Epoch 20/25...progress:43.39%....step:1640/3780... Discriminator Loss: 1.0639... Generator Loss: 1.4372 Epoch 20/25...progress:43.65%....step:1650/3780... Discriminator Loss: 1.2323... Generator Loss: 0.7946 Epoch 20/25...progress:43.92%....step:1660/3780... Discriminator Loss: 1.9095... Generator Loss: 0.3022 Epoch 20/25...progress:44.18%....step:1670/3780... Discriminator Loss: 0.8891... Generator Loss: 1.0968 Epoch 20/25...progress:44.44%....step:1680/3780... Discriminator Loss: 1.4959... Generator Loss: 0.4809 Epoch 20/25...progress:44.71%....step:1690/3780... Discriminator Loss: 2.6374... Generator Loss: 0.1345 Epoch 20/25...progress:44.97%....step:1700/3780... Discriminator Loss: 1.1827... Generator Loss: 0.7171 Epoch 20/25...progress:45.24%....step:1710/3780... Discriminator Loss: 2.5906... Generator Loss: 0.1504 Epoch 20/25...progress:45.50%....step:1720/3780... Discriminator Loss: 1.5248... Generator Loss: 0.5083 Epoch 20/25...progress:45.77%....step:1730/3780... Discriminator Loss: 1.7535... Generator Loss: 0.3436 Epoch 20/25...progress:46.03%....step:1740/3780... Discriminator Loss: 1.4481... Generator Loss: 0.5762 Epoch 20/25...progress:46.30%....step:1750/3780... Discriminator Loss: 1.2550... Generator Loss: 0.7068 Epoch 20/25...progress:46.56%....step:1760/3780... Discriminator Loss: 1.5839... Generator Loss: 0.5393 Epoch 20/25...progress:46.83%....step:1770/3780... Discriminator Loss: 1.8122... Generator Loss: 0.5146 Epoch 20/25...progress:47.09%....step:1780/3780... Discriminator Loss: 0.8060... Generator Loss: 1.3659 Epoch 20/25...progress:47.35%....step:1790/3780... Discriminator Loss: 1.4290... Generator Loss: 0.5921 Epoch 20/25...progress:47.62%....step:1800/3780... Discriminator Loss: 2.1422... Generator Loss: 0.2474
Epoch 20/25...progress:47.88%....step:1810/3780... Discriminator Loss: 1.7236... Generator Loss: 0.3900 Epoch 20/25...progress:48.15%....step:1820/3780... Discriminator Loss: 1.5026... Generator Loss: 0.5307 Epoch 20/25...progress:48.41%....step:1830/3780... Discriminator Loss: 1.4755... Generator Loss: 0.4849 Epoch 20/25...progress:48.68%....step:1840/3780... Discriminator Loss: 1.2519... Generator Loss: 0.7784 Epoch 20/25...progress:48.94%....step:1850/3780... Discriminator Loss: 0.9744... Generator Loss: 0.9920 Epoch 20/25...progress:49.21%....step:1860/3780... Discriminator Loss: 2.1707... Generator Loss: 0.2498 Epoch 20/25...progress:49.47%....step:1870/3780... Discriminator Loss: 1.5872... Generator Loss: 0.4033 Epoch 20/25...progress:49.74%....step:1880/3780... Discriminator Loss: 1.6900... Generator Loss: 0.4065 Epoch 20/25...progress:50.00%....step:1890/3780... Discriminator Loss: 1.3219... Generator Loss: 0.6783 Epoch 20/25...progress:50.26%....step:1900/3780... Discriminator Loss: 1.3206... Generator Loss: 0.6036 Epoch 20/25...progress:50.53%....step:1910/3780... Discriminator Loss: 1.5346... Generator Loss: 0.4748 Epoch 20/25...progress:50.79%....step:1920/3780... Discriminator Loss: 1.8202... Generator Loss: 0.3524 Epoch 20/25...progress:51.06%....step:1930/3780... Discriminator Loss: 2.1160... Generator Loss: 0.2400 Epoch 20/25...progress:51.32%....step:1940/3780... Discriminator Loss: 1.9547... Generator Loss: 0.3800 Epoch 20/25...progress:51.59%....step:1950/3780... Discriminator Loss: 2.0218... Generator Loss: 0.2703 Epoch 20/25...progress:51.85%....step:1960/3780... Discriminator Loss: 1.8699... Generator Loss: 0.3116 Epoch 20/25...progress:52.12%....step:1970/3780... Discriminator Loss: 1.2220... Generator Loss: 0.7042 Epoch 20/25...progress:52.38%....step:1980/3780... Discriminator Loss: 1.3876... Generator Loss: 0.6381 Epoch 20/25...progress:52.65%....step:1990/3780... Discriminator Loss: 2.3703... Generator Loss: 0.1928 Epoch 20/25...progress:52.91%....step:2000/3780... Discriminator Loss: 1.8274... Generator Loss: 0.3376
Epoch 20/25...progress:53.17%....step:2010/3780... Discriminator Loss: 1.5702... Generator Loss: 0.4264 Epoch 20/25...progress:53.44%....step:2020/3780... Discriminator Loss: 1.6104... Generator Loss: 0.5065 Epoch 20/25...progress:53.70%....step:2030/3780... Discriminator Loss: 1.5066... Generator Loss: 0.4633 Epoch 20/25...progress:53.97%....step:2040/3780... Discriminator Loss: 1.3570... Generator Loss: 0.6334 Epoch 20/25...progress:54.23%....step:2050/3780... Discriminator Loss: 1.2974... Generator Loss: 0.6489 Epoch 20/25...progress:54.50%....step:2060/3780... Discriminator Loss: 1.2134... Generator Loss: 1.3758 Epoch 20/25...progress:54.76%....step:2070/3780... Discriminator Loss: 1.6695... Generator Loss: 0.4077 Epoch 20/25...progress:55.03%....step:2080/3780... Discriminator Loss: 1.6143... Generator Loss: 0.3974 Epoch 20/25...progress:55.29%....step:2090/3780... Discriminator Loss: 1.5726... Generator Loss: 0.4594 Epoch 20/25...progress:55.56%....step:2100/3780... Discriminator Loss: 2.0821... Generator Loss: 1.4618 Epoch 20/25...progress:55.82%....step:2110/3780... Discriminator Loss: 1.5673... Generator Loss: 0.4289 Epoch 20/25...progress:56.08%....step:2120/3780... Discriminator Loss: 1.3846... Generator Loss: 0.5278 Epoch 20/25...progress:56.35%....step:2130/3780... Discriminator Loss: 1.8082... Generator Loss: 0.3469 Epoch 20/25...progress:56.61%....step:2140/3780... Discriminator Loss: 1.1058... Generator Loss: 1.2280 Epoch 20/25...progress:56.88%....step:2150/3780... Discriminator Loss: 1.9178... Generator Loss: 0.3181 Epoch 20/25...progress:57.14%....step:2160/3780... Discriminator Loss: 1.6803... Generator Loss: 0.4192 Epoch 20/25...progress:57.41%....step:2170/3780... Discriminator Loss: 1.0079... Generator Loss: 0.9923 Epoch 20/25...progress:57.67%....step:2180/3780... Discriminator Loss: 2.1692... Generator Loss: 0.2513 Epoch 20/25...progress:57.94%....step:2190/3780... Discriminator Loss: 1.0898... Generator Loss: 1.9721 Epoch 20/25...progress:58.20%....step:2200/3780... Discriminator Loss: 1.6673... Generator Loss: 0.4809
Epoch 20/25...progress:58.47%....step:2210/3780... Discriminator Loss: 2.8957... Generator Loss: 0.1166 Epoch 20/25...progress:58.73%....step:2220/3780... Discriminator Loss: 1.5289... Generator Loss: 0.5588 Epoch 20/25...progress:58.99%....step:2230/3780... Discriminator Loss: 1.5345... Generator Loss: 0.5585 Epoch 20/25...progress:59.26%....step:2240/3780... Discriminator Loss: 1.0887... Generator Loss: 0.8821 Epoch 20/25...progress:59.52%....step:2250/3780... Discriminator Loss: 1.4341... Generator Loss: 0.5132 Epoch 20/25...progress:59.79%....step:2260/3780... Discriminator Loss: 1.8338... Generator Loss: 0.3913 Epoch 20/25...progress:60.05%....step:2270/3780... Discriminator Loss: 1.7337... Generator Loss: 0.3788 Epoch 20/25...progress:60.32%....step:2280/3780... Discriminator Loss: 1.8734... Generator Loss: 0.3195 Epoch 20/25...progress:60.58%....step:2290/3780... Discriminator Loss: 1.0478... Generator Loss: 1.4996 Epoch 20/25...progress:60.85%....step:2300/3780... Discriminator Loss: 1.5722... Generator Loss: 0.4431 Epoch 20/25...progress:61.11%....step:2310/3780... Discriminator Loss: 2.1686... Generator Loss: 0.2091 Epoch 20/25...progress:61.38%....step:2320/3780... Discriminator Loss: 2.2724... Generator Loss: 0.2244 Epoch 20/25...progress:61.64%....step:2330/3780... Discriminator Loss: 1.3189... Generator Loss: 0.7035 Epoch 20/25...progress:61.90%....step:2340/3780... Discriminator Loss: 1.8761... Generator Loss: 0.3026 Epoch 20/25...progress:62.17%....step:2350/3780... Discriminator Loss: 1.8216... Generator Loss: 0.3950 Epoch 20/25...progress:62.43%....step:2360/3780... Discriminator Loss: 1.5302... Generator Loss: 0.4283 Epoch 20/25...progress:62.70%....step:2370/3780... Discriminator Loss: 1.1258... Generator Loss: 0.8983 Epoch 20/25...progress:62.96%....step:2380/3780... Discriminator Loss: 1.1717... Generator Loss: 0.9837 Epoch 20/25...progress:63.23%....step:2390/3780... Discriminator Loss: 1.7091... Generator Loss: 0.3539 Epoch 20/25...progress:63.49%....step:2400/3780... Discriminator Loss: 1.3454... Generator Loss: 0.6125
Epoch 20/25...progress:63.76%....step:2410/3780... Discriminator Loss: 1.3309... Generator Loss: 0.6242 Epoch 20/25...progress:64.02%....step:2420/3780... Discriminator Loss: 1.8367... Generator Loss: 0.3150 Epoch 20/25...progress:64.29%....step:2430/3780... Discriminator Loss: 1.4150... Generator Loss: 0.5639 Epoch 20/25...progress:64.55%....step:2440/3780... Discriminator Loss: 1.4130... Generator Loss: 0.6255 Epoch 20/25...progress:64.81%....step:2450/3780... Discriminator Loss: 2.7009... Generator Loss: 0.1209 Epoch 20/25...progress:65.08%....step:2460/3780... Discriminator Loss: 1.5657... Generator Loss: 0.4791 Epoch 20/25...progress:65.34%....step:2470/3780... Discriminator Loss: 2.5087... Generator Loss: 0.1599 Epoch 20/25...progress:65.61%....step:2480/3780... Discriminator Loss: 1.4509... Generator Loss: 0.5186 Epoch 20/25...progress:65.87%....step:2490/3780... Discriminator Loss: 0.8827... Generator Loss: 1.7476 Epoch 20/25...progress:66.14%....step:2500/3780... Discriminator Loss: 1.0130... Generator Loss: 0.9443 Epoch 20/25...progress:66.40%....step:2510/3780... Discriminator Loss: 1.5617... Generator Loss: 0.4867 Epoch 20/25...progress:66.67%....step:2520/3780... Discriminator Loss: 2.0610... Generator Loss: 0.2661 Epoch 20/25...progress:66.93%....step:2530/3780... Discriminator Loss: 2.0940... Generator Loss: 0.2667 Epoch 20/25...progress:67.20%....step:2540/3780... Discriminator Loss: 1.2342... Generator Loss: 0.8918 Epoch 20/25...progress:67.46%....step:2550/3780... Discriminator Loss: 1.9983... Generator Loss: 0.2457 Epoch 20/25...progress:67.72%....step:2560/3780... Discriminator Loss: 1.5205... Generator Loss: 0.4623 Epoch 20/25...progress:67.99%....step:2570/3780... Discriminator Loss: 2.3296... Generator Loss: 0.2184 Epoch 20/25...progress:68.25%....step:2580/3780... Discriminator Loss: 2.0661... Generator Loss: 0.2650 Epoch 20/25...progress:68.52%....step:2590/3780... Discriminator Loss: 1.8345... Generator Loss: 0.3765 Epoch 20/25...progress:68.78%....step:2600/3780... Discriminator Loss: 1.4928... Generator Loss: 0.4813
Epoch 20/25...progress:69.05%....step:2610/3780... Discriminator Loss: 1.7801... Generator Loss: 0.3157 Epoch 20/25...progress:69.31%....step:2620/3780... Discriminator Loss: 1.8313... Generator Loss: 0.3149 Epoch 20/25...progress:69.58%....step:2630/3780... Discriminator Loss: 2.0971... Generator Loss: 0.2561 Epoch 20/25...progress:69.84%....step:2640/3780... Discriminator Loss: 1.3447... Generator Loss: 0.8586 Epoch 20/25...progress:70.11%....step:2650/3780... Discriminator Loss: 2.4754... Generator Loss: 0.1914 Epoch 20/25...progress:70.37%....step:2660/3780... Discriminator Loss: 2.8947... Generator Loss: 0.1071 Epoch 20/25...progress:70.63%....step:2670/3780... Discriminator Loss: 1.5289... Generator Loss: 0.4824 Epoch 20/25...progress:70.90%....step:2680/3780... Discriminator Loss: 1.9715... Generator Loss: 0.2755 Epoch 20/25...progress:71.16%....step:2690/3780... Discriminator Loss: 1.0401... Generator Loss: 0.9055 Epoch 20/25...progress:71.43%....step:2700/3780... Discriminator Loss: 1.9009... Generator Loss: 0.2915 Epoch 20/25...progress:71.69%....step:2710/3780... Discriminator Loss: 1.6139... Generator Loss: 0.4615 Epoch 20/25...progress:71.96%....step:2720/3780... Discriminator Loss: 2.1006... Generator Loss: 0.2705 Epoch 20/25...progress:72.22%....step:2730/3780... Discriminator Loss: 1.8783... Generator Loss: 0.6150 Epoch 20/25...progress:72.49%....step:2740/3780... Discriminator Loss: 1.8594... Generator Loss: 0.3192 Epoch 20/25...progress:72.75%....step:2750/3780... Discriminator Loss: 1.9683... Generator Loss: 0.2833 Epoch 20/25...progress:73.02%....step:2760/3780... Discriminator Loss: 2.0476... Generator Loss: 0.2571 Epoch 20/25...progress:73.28%....step:2770/3780... Discriminator Loss: 1.2310... Generator Loss: 1.1975 Epoch 20/25...progress:73.54%....step:2780/3780... Discriminator Loss: 1.7778... Generator Loss: 0.3629 Epoch 20/25...progress:73.81%....step:2790/3780... Discriminator Loss: 1.1618... Generator Loss: 0.7143 Epoch 20/25...progress:74.07%....step:2800/3780... Discriminator Loss: 1.2864... Generator Loss: 0.6410
Epoch 20/25...progress:74.34%....step:2810/3780... Discriminator Loss: 1.9933... Generator Loss: 0.2745 Epoch 20/25...progress:74.60%....step:2820/3780... Discriminator Loss: 1.8997... Generator Loss: 0.2814 Epoch 20/25...progress:74.87%....step:2830/3780... Discriminator Loss: 1.5555... Generator Loss: 0.4612 Epoch 20/25...progress:75.13%....step:2840/3780... Discriminator Loss: 1.2525... Generator Loss: 0.8422 Epoch 20/25...progress:75.40%....step:2850/3780... Discriminator Loss: 2.3169... Generator Loss: 0.1958 Epoch 20/25...progress:75.66%....step:2860/3780... Discriminator Loss: 1.0482... Generator Loss: 1.0224 Epoch 20/25...progress:75.93%....step:2870/3780... Discriminator Loss: 1.5580... Generator Loss: 0.4977 Epoch 20/25...progress:76.19%....step:2880/3780... Discriminator Loss: 1.2065... Generator Loss: 0.8248 Epoch 20/25...progress:76.46%....step:2890/3780... Discriminator Loss: 1.3386... Generator Loss: 0.6068 Epoch 20/25...progress:76.72%....step:2900/3780... Discriminator Loss: 1.6512... Generator Loss: 0.3874 Epoch 20/25...progress:76.98%....step:2910/3780... Discriminator Loss: 1.6141... Generator Loss: 0.4147 Epoch 20/25...progress:77.25%....step:2920/3780... Discriminator Loss: 1.7376... Generator Loss: 0.3890 Epoch 20/25...progress:77.51%....step:2930/3780... Discriminator Loss: 1.7443... Generator Loss: 0.3486 Epoch 20/25...progress:77.78%....step:2940/3780... Discriminator Loss: 1.2517... Generator Loss: 0.6932 Epoch 20/25...progress:78.04%....step:2950/3780... Discriminator Loss: 1.9802... Generator Loss: 0.2842 Epoch 20/25...progress:78.31%....step:2960/3780... Discriminator Loss: 2.4376... Generator Loss: 0.2320 Epoch 20/25...progress:78.57%....step:2970/3780... Discriminator Loss: 1.8894... Generator Loss: 0.3865 Epoch 20/25...progress:78.84%....step:2980/3780... Discriminator Loss: 0.9866... Generator Loss: 1.1393 Epoch 20/25...progress:79.10%....step:2990/3780... Discriminator Loss: 1.5951... Generator Loss: 0.5728 Epoch 20/25...progress:79.37%....step:3000/3780... Discriminator Loss: 1.2989... Generator Loss: 0.5760
Epoch 20/25...progress:79.63%....step:3010/3780... Discriminator Loss: 1.2244... Generator Loss: 1.0820 Epoch 20/25...progress:79.89%....step:3020/3780... Discriminator Loss: 1.6710... Generator Loss: 0.3727 Epoch 20/25...progress:80.16%....step:3030/3780... Discriminator Loss: 1.2525... Generator Loss: 0.8197 Epoch 20/25...progress:80.42%....step:3040/3780... Discriminator Loss: 1.8198... Generator Loss: 0.2994 Epoch 20/25...progress:80.69%....step:3050/3780... Discriminator Loss: 1.7485... Generator Loss: 0.3582 Epoch 20/25...progress:80.95%....step:3060/3780... Discriminator Loss: 1.5285... Generator Loss: 0.4704 Epoch 20/25...progress:81.22%....step:3070/3780... Discriminator Loss: 1.4435... Generator Loss: 1.2460 Epoch 20/25...progress:81.48%....step:3080/3780... Discriminator Loss: 2.0436... Generator Loss: 0.2799 Epoch 20/25...progress:81.75%....step:3090/3780... Discriminator Loss: 1.1787... Generator Loss: 0.7783 Epoch 20/25...progress:82.01%....step:3100/3780... Discriminator Loss: 1.0913... Generator Loss: 1.0612 Epoch 20/25...progress:82.28%....step:3110/3780... Discriminator Loss: 1.3980... Generator Loss: 0.6924 Epoch 20/25...progress:82.54%....step:3120/3780... Discriminator Loss: 1.6270... Generator Loss: 0.4221 Epoch 20/25...progress:82.80%....step:3130/3780... Discriminator Loss: 1.2038... Generator Loss: 0.7625 Epoch 20/25...progress:83.07%....step:3140/3780... Discriminator Loss: 1.3015... Generator Loss: 0.5918 Epoch 20/25...progress:83.33%....step:3150/3780... Discriminator Loss: 1.2187... Generator Loss: 0.7171 Epoch 20/25...progress:83.60%....step:3160/3780... Discriminator Loss: 2.1294... Generator Loss: 0.2259 Epoch 20/25...progress:83.86%....step:3170/3780... Discriminator Loss: 2.2843... Generator Loss: 0.2097 Epoch 20/25...progress:84.13%....step:3180/3780... Discriminator Loss: 2.3598... Generator Loss: 0.2047 Epoch 20/25...progress:84.39%....step:3190/3780... Discriminator Loss: 1.1943... Generator Loss: 0.9060 Epoch 20/25...progress:84.66%....step:3200/3780... Discriminator Loss: 1.2433... Generator Loss: 0.7708
Epoch 20/25...progress:84.92%....step:3210/3780... Discriminator Loss: 2.0709... Generator Loss: 0.2855 Epoch 20/25...progress:85.19%....step:3220/3780... Discriminator Loss: 1.4335... Generator Loss: 0.5453 Epoch 20/25...progress:85.45%....step:3230/3780... Discriminator Loss: 1.8355... Generator Loss: 0.3071 Epoch 20/25...progress:85.71%....step:3240/3780... Discriminator Loss: 1.9158... Generator Loss: 0.3547 Epoch 20/25...progress:85.98%....step:3250/3780... Discriminator Loss: 1.2051... Generator Loss: 0.8055 Epoch 20/25...progress:86.24%....step:3260/3780... Discriminator Loss: 1.7993... Generator Loss: 0.3379 Epoch 20/25...progress:86.51%....step:3270/3780... Discriminator Loss: 1.4979... Generator Loss: 0.6509 Epoch 20/25...progress:86.77%....step:3280/3780... Discriminator Loss: 1.4725... Generator Loss: 0.5608 Epoch 20/25...progress:87.04%....step:3290/3780... Discriminator Loss: 1.1570... Generator Loss: 0.8983 Epoch 20/25...progress:87.30%....step:3300/3780... Discriminator Loss: 1.5886... Generator Loss: 0.4257 Epoch 20/25...progress:87.57%....step:3310/3780... Discriminator Loss: 1.4967... Generator Loss: 0.4259 Epoch 20/25...progress:87.83%....step:3320/3780... Discriminator Loss: 1.1368... Generator Loss: 0.9055 Epoch 20/25...progress:88.10%....step:3330/3780... Discriminator Loss: 1.3943... Generator Loss: 0.5658 Epoch 20/25...progress:88.36%....step:3340/3780... Discriminator Loss: 1.1757... Generator Loss: 0.8298 Epoch 20/25...progress:88.62%....step:3350/3780... Discriminator Loss: 1.1930... Generator Loss: 1.0110 Epoch 20/25...progress:88.89%....step:3360/3780... Discriminator Loss: 1.2495... Generator Loss: 1.0111 Epoch 20/25...progress:89.15%....step:3370/3780... Discriminator Loss: 1.2542... Generator Loss: 0.6428 Epoch 20/25...progress:89.42%....step:3380/3780... Discriminator Loss: 1.7620... Generator Loss: 0.4084 Epoch 20/25...progress:89.68%....step:3390/3780... Discriminator Loss: 1.5187... Generator Loss: 0.4352 Epoch 20/25...progress:89.95%....step:3400/3780... Discriminator Loss: 1.4022... Generator Loss: 0.6596
Epoch 20/25...progress:90.21%....step:3410/3780... Discriminator Loss: 2.1452... Generator Loss: 0.2364 Epoch 20/25...progress:90.48%....step:3420/3780... Discriminator Loss: 1.9509... Generator Loss: 0.3080 Epoch 20/25...progress:90.74%....step:3430/3780... Discriminator Loss: 1.5994... Generator Loss: 0.3975 Epoch 20/25...progress:91.01%....step:3440/3780... Discriminator Loss: 1.2602... Generator Loss: 0.8267 Epoch 20/25...progress:91.27%....step:3450/3780... Discriminator Loss: 1.4532... Generator Loss: 0.5124 Epoch 20/25...progress:91.53%....step:3460/3780... Discriminator Loss: 1.7739... Generator Loss: 0.3927 Epoch 20/25...progress:91.80%....step:3470/3780... Discriminator Loss: 1.4656... Generator Loss: 0.6210 Epoch 20/25...progress:92.06%....step:3480/3780... Discriminator Loss: 1.8244... Generator Loss: 0.3315 Epoch 20/25...progress:92.33%....step:3490/3780... Discriminator Loss: 1.5901... Generator Loss: 0.4414 Epoch 20/25...progress:92.59%....step:3500/3780... Discriminator Loss: 1.8548... Generator Loss: 0.3207 Epoch 20/25...progress:92.86%....step:3510/3780... Discriminator Loss: 1.6514... Generator Loss: 0.3846 Epoch 20/25...progress:93.12%....step:3520/3780... Discriminator Loss: 1.6768... Generator Loss: 0.3990 Epoch 20/25...progress:93.39%....step:3530/3780... Discriminator Loss: 1.9940... Generator Loss: 0.2952 Epoch 20/25...progress:93.65%....step:3540/3780... Discriminator Loss: 1.2638... Generator Loss: 1.8329 Epoch 20/25...progress:93.92%....step:3550/3780... Discriminator Loss: 1.6797... Generator Loss: 0.4167 Epoch 20/25...progress:94.18%....step:3560/3780... Discriminator Loss: 1.2839... Generator Loss: 0.6969 Epoch 20/25...progress:94.44%....step:3570/3780... Discriminator Loss: 1.4957... Generator Loss: 0.4483 Epoch 20/25...progress:94.71%....step:3580/3780... Discriminator Loss: 2.9060... Generator Loss: 0.1059 Epoch 20/25...progress:94.97%....step:3590/3780... Discriminator Loss: 1.7323... Generator Loss: 0.3796 Epoch 20/25...progress:95.24%....step:3600/3780... Discriminator Loss: 2.2345... Generator Loss: 0.2169
Epoch 20/25...progress:95.50%....step:3610/3780... Discriminator Loss: 2.0335... Generator Loss: 0.2901 Epoch 20/25...progress:95.77%....step:3620/3780... Discriminator Loss: 1.9037... Generator Loss: 0.3093 Epoch 20/25...progress:96.03%....step:3630/3780... Discriminator Loss: 2.2351... Generator Loss: 0.2094 Epoch 20/25...progress:96.30%....step:3640/3780... Discriminator Loss: 1.5616... Generator Loss: 0.4578 Epoch 20/25...progress:96.56%....step:3650/3780... Discriminator Loss: 1.5856... Generator Loss: 0.4872 Epoch 20/25...progress:96.83%....step:3660/3780... Discriminator Loss: 1.5367... Generator Loss: 0.4621 Epoch 20/25...progress:97.09%....step:3670/3780... Discriminator Loss: 1.6098... Generator Loss: 0.5016 Epoch 20/25...progress:97.35%....step:3680/3780... Discriminator Loss: 2.4293... Generator Loss: 0.1740 Epoch 20/25...progress:97.62%....step:3690/3780... Discriminator Loss: 1.9906... Generator Loss: 0.2854 Epoch 20/25...progress:97.88%....step:3700/3780... Discriminator Loss: 1.7385... Generator Loss: 0.4300 Epoch 20/25...progress:98.15%....step:3710/3780... Discriminator Loss: 1.8852... Generator Loss: 0.2711 Epoch 20/25...progress:98.41%....step:3720/3780... Discriminator Loss: 2.1495... Generator Loss: 0.2696 Epoch 20/25...progress:98.68%....step:3730/3780... Discriminator Loss: 0.8964... Generator Loss: 1.2543 Epoch 20/25...progress:98.94%....step:3740/3780... Discriminator Loss: 1.2126... Generator Loss: 0.7222 Epoch 20/25...progress:99.21%....step:3750/3780... Discriminator Loss: 1.4698... Generator Loss: 0.6871 Epoch 20/25...progress:99.47%....step:3760/3780... Discriminator Loss: 1.3886... Generator Loss: 0.5794 Epoch 20/25...progress:99.74%....step:3770/3780... Discriminator Loss: 1.0827... Generator Loss: 1.0760 STARTING epoch: 20 , steps: 3780 ........ Epoch 21/25...progress:0.00%....step:0/3780... Discriminator Loss: 2.0376... Generator Loss: 0.2387
Epoch 21/25...progress:0.26%....step:10/3780... Discriminator Loss: 1.8917... Generator Loss: 0.3006 Epoch 21/25...progress:0.53%....step:20/3780... Discriminator Loss: 1.3436... Generator Loss: 0.6021 Epoch 21/25...progress:0.79%....step:30/3780... Discriminator Loss: 1.9231... Generator Loss: 0.3290 Epoch 21/25...progress:1.06%....step:40/3780... Discriminator Loss: 1.4027... Generator Loss: 0.5117 Epoch 21/25...progress:1.32%....step:50/3780... Discriminator Loss: 1.4754... Generator Loss: 0.9400 Epoch 21/25...progress:1.59%....step:60/3780... Discriminator Loss: 1.7521... Generator Loss: 0.3842 Epoch 21/25...progress:1.85%....step:70/3780... Discriminator Loss: 1.6489... Generator Loss: 0.4872 Epoch 21/25...progress:2.12%....step:80/3780... Discriminator Loss: 0.9832... Generator Loss: 1.2484 Epoch 21/25...progress:2.38%....step:90/3780... Discriminator Loss: 1.7792... Generator Loss: 0.3654 Epoch 21/25...progress:2.65%....step:100/3780... Discriminator Loss: 2.1861... Generator Loss: 0.2618 Epoch 21/25...progress:2.91%....step:110/3780... Discriminator Loss: 1.2270... Generator Loss: 0.7768 Epoch 21/25...progress:3.17%....step:120/3780... Discriminator Loss: 2.2646... Generator Loss: 0.2475 Epoch 21/25...progress:3.44%....step:130/3780... Discriminator Loss: 2.0507... Generator Loss: 0.2711 Epoch 21/25...progress:3.70%....step:140/3780... Discriminator Loss: 1.1943... Generator Loss: 0.7009 Epoch 21/25...progress:3.97%....step:150/3780... Discriminator Loss: 2.1416... Generator Loss: 0.2543 Epoch 21/25...progress:4.23%....step:160/3780... Discriminator Loss: 1.1232... Generator Loss: 0.9922 Epoch 21/25...progress:4.50%....step:170/3780... Discriminator Loss: 1.9707... Generator Loss: 0.2754 Epoch 21/25...progress:4.76%....step:180/3780... Discriminator Loss: 1.3399... Generator Loss: 0.5270 Epoch 21/25...progress:5.03%....step:190/3780... Discriminator Loss: 0.8687... Generator Loss: 1.5827 Epoch 21/25...progress:5.29%....step:200/3780... Discriminator Loss: 1.3479... Generator Loss: 0.5724
Epoch 21/25...progress:5.56%....step:210/3780... Discriminator Loss: 1.5123... Generator Loss: 0.5992 Epoch 21/25...progress:5.82%....step:220/3780... Discriminator Loss: 1.1828... Generator Loss: 0.6912 Epoch 21/25...progress:6.08%....step:230/3780... Discriminator Loss: 1.4958... Generator Loss: 0.5029 Epoch 21/25...progress:6.35%....step:240/3780... Discriminator Loss: 1.8648... Generator Loss: 0.3414 Epoch 21/25...progress:6.61%....step:250/3780... Discriminator Loss: 0.7771... Generator Loss: 1.3544 Epoch 21/25...progress:6.88%....step:260/3780... Discriminator Loss: 1.2248... Generator Loss: 0.7281 Epoch 21/25...progress:7.14%....step:270/3780... Discriminator Loss: 1.3945... Generator Loss: 0.4984 Epoch 21/25...progress:7.41%....step:280/3780... Discriminator Loss: 1.5116... Generator Loss: 0.4636 Epoch 21/25...progress:7.67%....step:290/3780... Discriminator Loss: 0.9948... Generator Loss: 1.0458 Epoch 21/25...progress:7.94%....step:300/3780... Discriminator Loss: 1.8768... Generator Loss: 0.2865 Epoch 21/25...progress:8.20%....step:310/3780... Discriminator Loss: 1.2781... Generator Loss: 0.8182 Epoch 21/25...progress:8.47%....step:320/3780... Discriminator Loss: 1.2376... Generator Loss: 0.8446 Epoch 21/25...progress:8.73%....step:330/3780... Discriminator Loss: 1.2253... Generator Loss: 0.7438 Epoch 21/25...progress:8.99%....step:340/3780... Discriminator Loss: 1.8322... Generator Loss: 0.3416 Epoch 21/25...progress:9.26%....step:350/3780... Discriminator Loss: 1.7435... Generator Loss: 0.3513 Epoch 21/25...progress:9.52%....step:360/3780... Discriminator Loss: 1.8674... Generator Loss: 0.3827 Epoch 21/25...progress:9.79%....step:370/3780... Discriminator Loss: 1.6564... Generator Loss: 0.3862 Epoch 21/25...progress:10.05%....step:380/3780... Discriminator Loss: 0.7791... Generator Loss: 1.4158 Epoch 21/25...progress:10.32%....step:390/3780... Discriminator Loss: 1.7643... Generator Loss: 0.3677 Epoch 21/25...progress:10.58%....step:400/3780... Discriminator Loss: 1.1009... Generator Loss: 0.8889
Epoch 21/25...progress:10.85%....step:410/3780... Discriminator Loss: 1.3469... Generator Loss: 0.6420 Epoch 21/25...progress:11.11%....step:420/3780... Discriminator Loss: 1.1024... Generator Loss: 1.2923 Epoch 21/25...progress:11.38%....step:430/3780... Discriminator Loss: 1.8449... Generator Loss: 0.3164 Epoch 21/25...progress:11.64%....step:440/3780... Discriminator Loss: 1.0204... Generator Loss: 1.0736 Epoch 21/25...progress:11.90%....step:450/3780... Discriminator Loss: 1.8166... Generator Loss: 0.3114 Epoch 21/25...progress:12.17%....step:460/3780... Discriminator Loss: 1.1314... Generator Loss: 1.3209 Epoch 21/25...progress:12.43%....step:470/3780... Discriminator Loss: 1.2919... Generator Loss: 0.7609 Epoch 21/25...progress:12.70%....step:480/3780... Discriminator Loss: 1.0458... Generator Loss: 0.9072 Epoch 21/25...progress:12.96%....step:490/3780... Discriminator Loss: 2.3349... Generator Loss: 0.1967 Epoch 21/25...progress:13.23%....step:500/3780... Discriminator Loss: 2.0031... Generator Loss: 2.2259 Epoch 21/25...progress:13.49%....step:510/3780... Discriminator Loss: 1.8719... Generator Loss: 0.3530 Epoch 21/25...progress:13.76%....step:520/3780... Discriminator Loss: 1.9839... Generator Loss: 0.2607 Epoch 21/25...progress:14.02%....step:530/3780... Discriminator Loss: 1.5621... Generator Loss: 0.4642 Epoch 21/25...progress:14.29%....step:540/3780... Discriminator Loss: 1.1428... Generator Loss: 0.8150 Epoch 21/25...progress:14.55%....step:550/3780... Discriminator Loss: 1.1681... Generator Loss: 0.8122 Epoch 21/25...progress:14.81%....step:560/3780... Discriminator Loss: 1.4740... Generator Loss: 0.5186 Epoch 21/25...progress:15.08%....step:570/3780... Discriminator Loss: 2.3223... Generator Loss: 0.2027 Epoch 21/25...progress:15.34%....step:580/3780... Discriminator Loss: 1.3633... Generator Loss: 0.6705 Epoch 21/25...progress:15.61%....step:590/3780... Discriminator Loss: 1.7791... Generator Loss: 0.3518 Epoch 21/25...progress:15.87%....step:600/3780... Discriminator Loss: 2.1031... Generator Loss: 0.2645
Epoch 21/25...progress:16.14%....step:610/3780... Discriminator Loss: 1.8759... Generator Loss: 0.2898 Epoch 21/25...progress:16.40%....step:620/3780... Discriminator Loss: 2.4380... Generator Loss: 0.2011 Epoch 21/25...progress:16.67%....step:630/3780... Discriminator Loss: 1.5053... Generator Loss: 0.4719 Epoch 21/25...progress:16.93%....step:640/3780... Discriminator Loss: 1.9122... Generator Loss: 0.2961 Epoch 21/25...progress:17.20%....step:650/3780... Discriminator Loss: 2.7382... Generator Loss: 0.1227 Epoch 21/25...progress:17.46%....step:660/3780... Discriminator Loss: 1.6755... Generator Loss: 0.3831 Epoch 21/25...progress:17.72%....step:670/3780... Discriminator Loss: 1.3654... Generator Loss: 0.6324 Epoch 21/25...progress:17.99%....step:680/3780... Discriminator Loss: 2.0870... Generator Loss: 0.2361 Epoch 21/25...progress:18.25%....step:690/3780... Discriminator Loss: 1.9416... Generator Loss: 0.3106 Epoch 21/25...progress:18.52%....step:700/3780... Discriminator Loss: 1.4543... Generator Loss: 0.5257 Epoch 21/25...progress:18.78%....step:710/3780... Discriminator Loss: 1.5688... Generator Loss: 0.4143 Epoch 21/25...progress:19.05%....step:720/3780... Discriminator Loss: 1.6868... Generator Loss: 0.5469 Epoch 21/25...progress:19.31%....step:730/3780... Discriminator Loss: 1.3195... Generator Loss: 0.5510 Epoch 21/25...progress:19.58%....step:740/3780... Discriminator Loss: 1.3880... Generator Loss: 0.5667 Epoch 21/25...progress:19.84%....step:750/3780... Discriminator Loss: 2.2245... Generator Loss: 0.2197 Epoch 21/25...progress:20.11%....step:760/3780... Discriminator Loss: 2.0415... Generator Loss: 0.2996 Epoch 21/25...progress:20.37%....step:770/3780... Discriminator Loss: 2.0053... Generator Loss: 0.2896 Epoch 21/25...progress:20.63%....step:780/3780... Discriminator Loss: 1.3365... Generator Loss: 0.6185 Epoch 21/25...progress:20.90%....step:790/3780... Discriminator Loss: 1.4615... Generator Loss: 0.4869 Epoch 21/25...progress:21.16%....step:800/3780... Discriminator Loss: 1.6529... Generator Loss: 0.4455
Epoch 21/25...progress:21.43%....step:810/3780... Discriminator Loss: 1.5671... Generator Loss: 1.5449 Epoch 21/25...progress:21.69%....step:820/3780... Discriminator Loss: 2.2240... Generator Loss: 0.2028 Epoch 21/25...progress:21.96%....step:830/3780... Discriminator Loss: 0.9994... Generator Loss: 1.0300 Epoch 21/25...progress:22.22%....step:840/3780... Discriminator Loss: 2.1271... Generator Loss: 0.2241 Epoch 21/25...progress:22.49%....step:850/3780... Discriminator Loss: 1.9658... Generator Loss: 0.2908 Epoch 21/25...progress:22.75%....step:860/3780... Discriminator Loss: 2.1586... Generator Loss: 0.2714 Epoch 21/25...progress:23.02%....step:870/3780... Discriminator Loss: 1.0427... Generator Loss: 0.8698 Epoch 21/25...progress:23.28%....step:880/3780... Discriminator Loss: 1.4149... Generator Loss: 0.6054 Epoch 21/25...progress:23.54%....step:890/3780... Discriminator Loss: 2.1040... Generator Loss: 0.3169 Epoch 21/25...progress:23.81%....step:900/3780... Discriminator Loss: 1.8339... Generator Loss: 0.3689 Epoch 21/25...progress:24.07%....step:910/3780... Discriminator Loss: 1.7701... Generator Loss: 0.4786 Epoch 21/25...progress:24.34%....step:920/3780... Discriminator Loss: 0.9904... Generator Loss: 1.0719 Epoch 21/25...progress:24.60%....step:930/3780... Discriminator Loss: 1.6617... Generator Loss: 0.4286 Epoch 21/25...progress:24.87%....step:940/3780... Discriminator Loss: 1.6558... Generator Loss: 0.3898 Epoch 21/25...progress:25.13%....step:950/3780... Discriminator Loss: 2.1447... Generator Loss: 0.2284 Epoch 21/25...progress:25.40%....step:960/3780... Discriminator Loss: 1.7042... Generator Loss: 0.3770 Epoch 21/25...progress:25.66%....step:970/3780... Discriminator Loss: 1.4390... Generator Loss: 0.4914 Epoch 21/25...progress:25.93%....step:980/3780... Discriminator Loss: 2.0131... Generator Loss: 0.2449 Epoch 21/25...progress:26.19%....step:990/3780... Discriminator Loss: 1.5011... Generator Loss: 0.4747 Epoch 21/25...progress:26.46%....step:1000/3780... Discriminator Loss: 1.5325... Generator Loss: 0.5154
Epoch 21/25...progress:26.72%....step:1010/3780... Discriminator Loss: 1.6512... Generator Loss: 0.4262 Epoch 21/25...progress:26.98%....step:1020/3780... Discriminator Loss: 1.6878... Generator Loss: 0.4579 Epoch 21/25...progress:27.25%....step:1030/3780... Discriminator Loss: 1.4859... Generator Loss: 0.5255 Epoch 21/25...progress:27.51%....step:1040/3780... Discriminator Loss: 1.1342... Generator Loss: 1.0287 Epoch 21/25...progress:27.78%....step:1050/3780... Discriminator Loss: 1.6476... Generator Loss: 0.3820 Epoch 21/25...progress:28.04%....step:1060/3780... Discriminator Loss: 0.8934... Generator Loss: 1.1386 Epoch 21/25...progress:28.31%....step:1070/3780... Discriminator Loss: 1.0245... Generator Loss: 1.3105 Epoch 21/25...progress:28.57%....step:1080/3780... Discriminator Loss: 1.1288... Generator Loss: 0.8625 Epoch 21/25...progress:28.84%....step:1090/3780... Discriminator Loss: 1.3592... Generator Loss: 0.7313 Epoch 21/25...progress:29.10%....step:1100/3780... Discriminator Loss: 1.2530... Generator Loss: 0.8561 Epoch 21/25...progress:29.37%....step:1110/3780... Discriminator Loss: 1.6109... Generator Loss: 0.4516 Epoch 21/25...progress:29.63%....step:1120/3780... Discriminator Loss: 1.9613... Generator Loss: 0.2835 Epoch 21/25...progress:29.89%....step:1130/3780... Discriminator Loss: 2.1670... Generator Loss: 0.2192 Epoch 21/25...progress:30.16%....step:1140/3780... Discriminator Loss: 0.9688... Generator Loss: 1.2842 Epoch 21/25...progress:30.42%....step:1150/3780... Discriminator Loss: 1.1526... Generator Loss: 0.9444 Epoch 21/25...progress:30.69%....step:1160/3780... Discriminator Loss: 1.6246... Generator Loss: 0.4357 Epoch 21/25...progress:30.95%....step:1170/3780... Discriminator Loss: 1.4355... Generator Loss: 0.5521 Epoch 21/25...progress:31.22%....step:1180/3780... Discriminator Loss: 1.1172... Generator Loss: 0.8000 Epoch 21/25...progress:31.48%....step:1190/3780... Discriminator Loss: 2.3543... Generator Loss: 0.1957 Epoch 21/25...progress:31.75%....step:1200/3780... Discriminator Loss: 1.8595... Generator Loss: 0.3499
Epoch 21/25...progress:32.01%....step:1210/3780... Discriminator Loss: 1.7307... Generator Loss: 0.4028 Epoch 21/25...progress:32.28%....step:1220/3780... Discriminator Loss: 1.6879... Generator Loss: 0.4305 Epoch 21/25...progress:32.54%....step:1230/3780... Discriminator Loss: 1.8180... Generator Loss: 0.3552 Epoch 21/25...progress:32.80%....step:1240/3780... Discriminator Loss: 1.7914... Generator Loss: 0.3585 Epoch 21/25...progress:33.07%....step:1250/3780... Discriminator Loss: 1.6529... Generator Loss: 0.5118 Epoch 21/25...progress:33.33%....step:1260/3780... Discriminator Loss: 1.1371... Generator Loss: 0.8517 Epoch 21/25...progress:33.60%....step:1270/3780... Discriminator Loss: 1.6437... Generator Loss: 0.4277 Epoch 21/25...progress:33.86%....step:1280/3780... Discriminator Loss: 1.1027... Generator Loss: 0.7992 Epoch 21/25...progress:34.13%....step:1290/3780... Discriminator Loss: 1.8347... Generator Loss: 0.3372 Epoch 21/25...progress:34.39%....step:1300/3780... Discriminator Loss: 1.9690... Generator Loss: 0.2780 Epoch 21/25...progress:34.66%....step:1310/3780... Discriminator Loss: 2.1963... Generator Loss: 0.2681 Epoch 21/25...progress:34.92%....step:1320/3780... Discriminator Loss: 1.4432... Generator Loss: 0.5635 Epoch 21/25...progress:35.19%....step:1330/3780... Discriminator Loss: 1.1814... Generator Loss: 0.7103 Epoch 21/25...progress:35.45%....step:1340/3780... Discriminator Loss: 1.0910... Generator Loss: 0.8347 Epoch 21/25...progress:35.71%....step:1350/3780... Discriminator Loss: 1.7250... Generator Loss: 0.3636 Epoch 21/25...progress:35.98%....step:1360/3780... Discriminator Loss: 1.6786... Generator Loss: 0.3806 Epoch 21/25...progress:36.24%....step:1370/3780... Discriminator Loss: 1.8354... Generator Loss: 0.3639 Epoch 21/25...progress:36.51%....step:1380/3780... Discriminator Loss: 1.5554... Generator Loss: 0.5221 Epoch 21/25...progress:36.77%....step:1390/3780... Discriminator Loss: 1.6716... Generator Loss: 0.3734 Epoch 21/25...progress:37.04%....step:1400/3780... Discriminator Loss: 0.9785... Generator Loss: 0.9930
Epoch 21/25...progress:37.30%....step:1410/3780... Discriminator Loss: 1.9299... Generator Loss: 0.2717 Epoch 21/25...progress:37.57%....step:1420/3780... Discriminator Loss: 1.1853... Generator Loss: 0.6863 Epoch 21/25...progress:37.83%....step:1430/3780... Discriminator Loss: 1.6301... Generator Loss: 0.4297 Epoch 21/25...progress:38.10%....step:1440/3780... Discriminator Loss: 2.3582... Generator Loss: 0.2089 Epoch 21/25...progress:38.36%....step:1450/3780... Discriminator Loss: 0.9453... Generator Loss: 1.2646 Epoch 21/25...progress:38.62%....step:1460/3780... Discriminator Loss: 2.0151... Generator Loss: 0.2526 Epoch 21/25...progress:38.89%....step:1470/3780... Discriminator Loss: 1.0601... Generator Loss: 0.8742 Epoch 21/25...progress:39.15%....step:1480/3780... Discriminator Loss: 0.9865... Generator Loss: 1.0096 Epoch 21/25...progress:39.42%....step:1490/3780... Discriminator Loss: 1.2621... Generator Loss: 0.6229 Epoch 21/25...progress:39.68%....step:1500/3780... Discriminator Loss: 2.0721... Generator Loss: 0.2523 Epoch 21/25...progress:39.95%....step:1510/3780... Discriminator Loss: 1.2332... Generator Loss: 1.8490 Epoch 21/25...progress:40.21%....step:1520/3780... Discriminator Loss: 1.1699... Generator Loss: 1.4183 Epoch 21/25...progress:40.48%....step:1530/3780... Discriminator Loss: 1.2960... Generator Loss: 0.6862 Epoch 21/25...progress:40.74%....step:1540/3780... Discriminator Loss: 1.2209... Generator Loss: 0.8106 Epoch 21/25...progress:41.01%....step:1550/3780... Discriminator Loss: 1.4688... Generator Loss: 0.5890 Epoch 21/25...progress:41.27%....step:1560/3780... Discriminator Loss: 1.7937... Generator Loss: 0.3405 Epoch 21/25...progress:41.53%....step:1570/3780... Discriminator Loss: 2.4371... Generator Loss: 0.1589 Epoch 21/25...progress:41.80%....step:1580/3780... Discriminator Loss: 1.4630... Generator Loss: 0.5057 Epoch 21/25...progress:42.06%....step:1590/3780... Discriminator Loss: 0.9783... Generator Loss: 0.9431 Epoch 21/25...progress:42.33%....step:1600/3780... Discriminator Loss: 1.1826... Generator Loss: 1.2049
Epoch 21/25...progress:42.59%....step:1610/3780... Discriminator Loss: 1.9172... Generator Loss: 0.2816 Epoch 21/25...progress:42.86%....step:1620/3780... Discriminator Loss: 1.1409... Generator Loss: 1.1142 Epoch 21/25...progress:43.12%....step:1630/3780... Discriminator Loss: 1.3531... Generator Loss: 1.2199 Epoch 21/25...progress:43.39%....step:1640/3780... Discriminator Loss: 1.2889... Generator Loss: 0.5537 Epoch 21/25...progress:43.65%....step:1650/3780... Discriminator Loss: 1.0845... Generator Loss: 0.8507 Epoch 21/25...progress:43.92%....step:1660/3780... Discriminator Loss: 1.7630... Generator Loss: 0.3735 Epoch 21/25...progress:44.18%....step:1670/3780... Discriminator Loss: 1.2006... Generator Loss: 0.6948 Epoch 21/25...progress:44.44%....step:1680/3780... Discriminator Loss: 1.6830... Generator Loss: 0.3857 Epoch 21/25...progress:44.71%....step:1690/3780... Discriminator Loss: 2.2096... Generator Loss: 0.2046 Epoch 21/25...progress:44.97%....step:1700/3780... Discriminator Loss: 1.9404... Generator Loss: 0.3072 Epoch 21/25...progress:45.24%....step:1710/3780... Discriminator Loss: 2.0073... Generator Loss: 0.2422 Epoch 21/25...progress:45.50%....step:1720/3780... Discriminator Loss: 1.0186... Generator Loss: 0.8580 Epoch 21/25...progress:45.77%....step:1730/3780... Discriminator Loss: 1.7830... Generator Loss: 0.3192 Epoch 21/25...progress:46.03%....step:1740/3780... Discriminator Loss: 1.7087... Generator Loss: 0.4384 Epoch 21/25...progress:46.30%....step:1750/3780... Discriminator Loss: 1.2494... Generator Loss: 0.6878 Epoch 21/25...progress:46.56%....step:1760/3780... Discriminator Loss: 2.4701... Generator Loss: 0.1910 Epoch 21/25...progress:46.83%....step:1770/3780... Discriminator Loss: 2.1441... Generator Loss: 0.2532 Epoch 21/25...progress:47.09%....step:1780/3780... Discriminator Loss: 2.0847... Generator Loss: 1.3624 Epoch 21/25...progress:47.35%....step:1790/3780... Discriminator Loss: 1.1247... Generator Loss: 0.9057 Epoch 21/25...progress:47.62%....step:1800/3780... Discriminator Loss: 1.6302... Generator Loss: 0.4080
Epoch 21/25...progress:47.88%....step:1810/3780... Discriminator Loss: 2.0628... Generator Loss: 0.2461 Epoch 21/25...progress:48.15%....step:1820/3780... Discriminator Loss: 1.2029... Generator Loss: 1.0660 Epoch 21/25...progress:48.41%....step:1830/3780... Discriminator Loss: 2.2835... Generator Loss: 0.2102 Epoch 21/25...progress:48.68%....step:1840/3780... Discriminator Loss: 1.5817... Generator Loss: 0.4342 Epoch 21/25...progress:48.94%....step:1850/3780... Discriminator Loss: 1.2227... Generator Loss: 0.6991 Epoch 21/25...progress:49.21%....step:1860/3780... Discriminator Loss: 1.7977... Generator Loss: 0.3459 Epoch 21/25...progress:49.47%....step:1870/3780... Discriminator Loss: 1.7788... Generator Loss: 0.3710 Epoch 21/25...progress:49.74%....step:1880/3780... Discriminator Loss: 1.9736... Generator Loss: 0.3657 Epoch 21/25...progress:50.00%....step:1890/3780... Discriminator Loss: 1.7687... Generator Loss: 0.3279 Epoch 21/25...progress:50.26%....step:1900/3780... Discriminator Loss: 2.0097... Generator Loss: 0.3178 Epoch 21/25...progress:50.53%....step:1910/3780... Discriminator Loss: 1.8064... Generator Loss: 0.3686 Epoch 21/25...progress:50.79%....step:1920/3780... Discriminator Loss: 1.9823... Generator Loss: 0.3156 Epoch 21/25...progress:51.06%....step:1930/3780... Discriminator Loss: 1.4283... Generator Loss: 0.6075 Epoch 21/25...progress:51.32%....step:1940/3780... Discriminator Loss: 1.6650... Generator Loss: 0.3860 Epoch 21/25...progress:51.59%....step:1950/3780... Discriminator Loss: 2.4188... Generator Loss: 0.1809 Epoch 21/25...progress:51.85%....step:1960/3780... Discriminator Loss: 1.8346... Generator Loss: 0.2957 Epoch 21/25...progress:52.12%....step:1970/3780... Discriminator Loss: 1.8901... Generator Loss: 0.3484 Epoch 21/25...progress:52.38%....step:1980/3780... Discriminator Loss: 2.4213... Generator Loss: 0.1798 Epoch 21/25...progress:52.65%....step:1990/3780... Discriminator Loss: 1.9437... Generator Loss: 0.3089 Epoch 21/25...progress:52.91%....step:2000/3780... Discriminator Loss: 1.2078... Generator Loss: 0.8076
Epoch 21/25...progress:53.17%....step:2010/3780... Discriminator Loss: 1.5591... Generator Loss: 0.4836 Epoch 21/25...progress:53.44%....step:2020/3780... Discriminator Loss: 1.7107... Generator Loss: 0.4368 Epoch 21/25...progress:53.70%....step:2030/3780... Discriminator Loss: 1.3628... Generator Loss: 0.6164 Epoch 21/25...progress:53.97%....step:2040/3780... Discriminator Loss: 1.5941... Generator Loss: 0.4394 Epoch 21/25...progress:54.23%....step:2050/3780... Discriminator Loss: 2.1234... Generator Loss: 0.3926 Epoch 21/25...progress:54.50%....step:2060/3780... Discriminator Loss: 1.7629... Generator Loss: 0.4761 Epoch 21/25...progress:54.76%....step:2070/3780... Discriminator Loss: 1.3926... Generator Loss: 0.6239 Epoch 21/25...progress:55.03%....step:2080/3780... Discriminator Loss: 1.5426... Generator Loss: 0.4468 Epoch 21/25...progress:55.29%....step:2090/3780... Discriminator Loss: 1.4792... Generator Loss: 0.4797 Epoch 21/25...progress:55.56%....step:2100/3780... Discriminator Loss: 1.6945... Generator Loss: 0.4106 Epoch 21/25...progress:55.82%....step:2110/3780... Discriminator Loss: 2.2345... Generator Loss: 0.2183 Epoch 21/25...progress:56.08%....step:2120/3780... Discriminator Loss: 1.5521... Generator Loss: 0.4823 Epoch 21/25...progress:56.35%....step:2130/3780... Discriminator Loss: 1.9528... Generator Loss: 0.2742 Epoch 21/25...progress:56.61%....step:2140/3780... Discriminator Loss: 1.2349... Generator Loss: 1.0552 Epoch 21/25...progress:56.88%....step:2150/3780... Discriminator Loss: 1.5593... Generator Loss: 0.4116 Epoch 21/25...progress:57.14%....step:2160/3780... Discriminator Loss: 1.9150... Generator Loss: 0.3448 Epoch 21/25...progress:57.41%....step:2170/3780... Discriminator Loss: 0.8944... Generator Loss: 1.4634 Epoch 21/25...progress:57.67%....step:2180/3780... Discriminator Loss: 2.0557... Generator Loss: 0.3136 Epoch 21/25...progress:57.94%....step:2190/3780... Discriminator Loss: 1.9723... Generator Loss: 0.2599 Epoch 21/25...progress:58.20%....step:2200/3780... Discriminator Loss: 1.6319... Generator Loss: 0.4397
Epoch 21/25...progress:58.47%....step:2210/3780... Discriminator Loss: 2.4977... Generator Loss: 0.1692 Epoch 21/25...progress:58.73%....step:2220/3780... Discriminator Loss: 1.4142... Generator Loss: 0.5530 Epoch 21/25...progress:58.99%....step:2230/3780... Discriminator Loss: 1.4266... Generator Loss: 0.6422 Epoch 21/25...progress:59.26%....step:2240/3780... Discriminator Loss: 1.6188... Generator Loss: 0.3963 Epoch 21/25...progress:59.52%....step:2250/3780... Discriminator Loss: 1.9095... Generator Loss: 0.2769 Epoch 21/25...progress:59.79%....step:2260/3780... Discriminator Loss: 1.4522... Generator Loss: 0.5918 Epoch 21/25...progress:60.05%....step:2270/3780... Discriminator Loss: 1.9996... Generator Loss: 0.2804 Epoch 21/25...progress:60.32%....step:2280/3780... Discriminator Loss: 2.3003... Generator Loss: 0.1963 Epoch 21/25...progress:60.58%....step:2290/3780... Discriminator Loss: 0.9020... Generator Loss: 1.3434 Epoch 21/25...progress:60.85%....step:2300/3780... Discriminator Loss: 1.3077... Generator Loss: 0.6404 Epoch 21/25...progress:61.11%....step:2310/3780... Discriminator Loss: 2.4572... Generator Loss: 0.1675 Epoch 21/25...progress:61.38%....step:2320/3780... Discriminator Loss: 1.1954... Generator Loss: 0.7279 Epoch 21/25...progress:61.64%....step:2330/3780... Discriminator Loss: 1.4170... Generator Loss: 0.6431 Epoch 21/25...progress:61.90%....step:2340/3780... Discriminator Loss: 1.7640... Generator Loss: 0.3360 Epoch 21/25...progress:62.17%....step:2350/3780... Discriminator Loss: 1.7279... Generator Loss: 0.3796 Epoch 21/25...progress:62.43%....step:2360/3780... Discriminator Loss: 1.5641... Generator Loss: 0.6599 Epoch 21/25...progress:62.70%....step:2370/3780... Discriminator Loss: 1.2733... Generator Loss: 0.9305 Epoch 21/25...progress:62.96%....step:2380/3780... Discriminator Loss: 1.0704... Generator Loss: 0.9592 Epoch 21/25...progress:63.23%....step:2390/3780... Discriminator Loss: 1.3273... Generator Loss: 0.5844 Epoch 21/25...progress:63.49%....step:2400/3780... Discriminator Loss: 0.8364... Generator Loss: 1.6364
Epoch 21/25...progress:63.76%....step:2410/3780... Discriminator Loss: 1.1378... Generator Loss: 0.7899 Epoch 21/25...progress:64.02%....step:2420/3780... Discriminator Loss: 1.6166... Generator Loss: 0.4484 Epoch 21/25...progress:64.29%....step:2430/3780... Discriminator Loss: 1.1103... Generator Loss: 0.9445 Epoch 21/25...progress:64.55%....step:2440/3780... Discriminator Loss: 1.2957... Generator Loss: 1.0173 Epoch 21/25...progress:64.81%....step:2450/3780... Discriminator Loss: 2.5193... Generator Loss: 0.1730 Epoch 21/25...progress:65.08%....step:2460/3780... Discriminator Loss: 1.4250... Generator Loss: 0.7001 Epoch 21/25...progress:65.34%....step:2470/3780... Discriminator Loss: 1.7579... Generator Loss: 0.3871 Epoch 21/25...progress:65.61%....step:2480/3780... Discriminator Loss: 1.1048... Generator Loss: 0.7843 Epoch 21/25...progress:65.87%....step:2490/3780... Discriminator Loss: 0.9293... Generator Loss: 1.3861 Epoch 21/25...progress:66.14%....step:2500/3780... Discriminator Loss: 1.8113... Generator Loss: 0.4396 Epoch 21/25...progress:66.40%....step:2510/3780... Discriminator Loss: 1.0946... Generator Loss: 0.8812 Epoch 21/25...progress:66.67%....step:2520/3780... Discriminator Loss: 2.0651... Generator Loss: 0.2274 Epoch 21/25...progress:66.93%....step:2530/3780... Discriminator Loss: 2.2147... Generator Loss: 0.2286 Epoch 21/25...progress:67.20%....step:2540/3780... Discriminator Loss: 0.8538... Generator Loss: 1.2268 Epoch 21/25...progress:67.46%....step:2550/3780... Discriminator Loss: 2.2297... Generator Loss: 0.2425 Epoch 21/25...progress:67.72%....step:2560/3780... Discriminator Loss: 1.7016... Generator Loss: 0.4884 Epoch 21/25...progress:67.99%....step:2570/3780... Discriminator Loss: 2.6559... Generator Loss: 0.4047 Epoch 21/25...progress:68.25%....step:2580/3780... Discriminator Loss: 1.6155... Generator Loss: 0.4772 Epoch 21/25...progress:68.52%....step:2590/3780... Discriminator Loss: 1.8267... Generator Loss: 0.3241 Epoch 21/25...progress:68.78%....step:2600/3780... Discriminator Loss: 2.0991... Generator Loss: 0.2584
Epoch 21/25...progress:69.05%....step:2610/3780... Discriminator Loss: 1.7750... Generator Loss: 0.3721 Epoch 21/25...progress:69.31%....step:2620/3780... Discriminator Loss: 1.6672... Generator Loss: 0.3907 Epoch 21/25...progress:69.58%....step:2630/3780... Discriminator Loss: 1.6304... Generator Loss: 0.3934 Epoch 21/25...progress:69.84%....step:2640/3780... Discriminator Loss: 1.5701... Generator Loss: 0.5285 Epoch 21/25...progress:70.11%....step:2650/3780... Discriminator Loss: 1.3954... Generator Loss: 0.8557 Epoch 21/25...progress:70.37%....step:2660/3780... Discriminator Loss: 1.9028... Generator Loss: 0.3122 Epoch 21/25...progress:70.63%....step:2670/3780... Discriminator Loss: 1.1612... Generator Loss: 0.8718 Epoch 21/25...progress:70.90%....step:2680/3780... Discriminator Loss: 1.7879... Generator Loss: 0.3260 Epoch 21/25...progress:71.16%....step:2690/3780... Discriminator Loss: 1.1972... Generator Loss: 0.7734 Epoch 21/25...progress:71.43%....step:2700/3780... Discriminator Loss: 2.3548... Generator Loss: 0.2112 Epoch 21/25...progress:71.69%....step:2710/3780... Discriminator Loss: 1.8419... Generator Loss: 0.3356 Epoch 21/25...progress:71.96%....step:2720/3780... Discriminator Loss: 2.3376... Generator Loss: 0.2202 Epoch 21/25...progress:72.22%....step:2730/3780... Discriminator Loss: 1.6990... Generator Loss: 0.4244 Epoch 21/25...progress:72.49%....step:2740/3780... Discriminator Loss: 1.7570... Generator Loss: 0.3568 Epoch 21/25...progress:72.75%....step:2750/3780... Discriminator Loss: 2.1336... Generator Loss: 0.2400 Epoch 21/25...progress:73.02%....step:2760/3780... Discriminator Loss: 2.2241... Generator Loss: 0.2778 Epoch 21/25...progress:73.28%....step:2770/3780... Discriminator Loss: 1.5243... Generator Loss: 0.4791 Epoch 21/25...progress:73.54%....step:2780/3780... Discriminator Loss: 1.6351... Generator Loss: 0.4194 Epoch 21/25...progress:73.81%....step:2790/3780... Discriminator Loss: 1.5899... Generator Loss: 0.4694 Epoch 21/25...progress:74.07%....step:2800/3780... Discriminator Loss: 1.2828... Generator Loss: 0.6240
Epoch 21/25...progress:74.34%....step:2810/3780... Discriminator Loss: 1.3188... Generator Loss: 0.7416 Epoch 21/25...progress:74.60%....step:2820/3780... Discriminator Loss: 1.4649... Generator Loss: 0.5226 Epoch 21/25...progress:74.87%....step:2830/3780... Discriminator Loss: 1.3319... Generator Loss: 0.6629 Epoch 21/25...progress:75.13%....step:2840/3780... Discriminator Loss: 1.5199... Generator Loss: 0.4783 Epoch 21/25...progress:75.40%....step:2850/3780... Discriminator Loss: 1.3336... Generator Loss: 0.7936 Epoch 21/25...progress:75.66%....step:2860/3780... Discriminator Loss: 2.7117... Generator Loss: 0.1333 Epoch 21/25...progress:75.93%....step:2870/3780... Discriminator Loss: 2.0851... Generator Loss: 0.2649 Epoch 21/25...progress:76.19%....step:2880/3780... Discriminator Loss: 1.7427... Generator Loss: 0.3800 Epoch 21/25...progress:76.46%....step:2890/3780... Discriminator Loss: 1.5269... Generator Loss: 0.5486 Epoch 21/25...progress:76.72%....step:2900/3780... Discriminator Loss: 1.5746... Generator Loss: 0.5002 Epoch 21/25...progress:76.98%....step:2910/3780... Discriminator Loss: 1.3612... Generator Loss: 0.8417 Epoch 21/25...progress:77.25%....step:2920/3780... Discriminator Loss: 1.4861... Generator Loss: 0.6259 Epoch 21/25...progress:77.51%....step:2930/3780... Discriminator Loss: 1.3829... Generator Loss: 0.5910 Epoch 21/25...progress:77.78%....step:2940/3780... Discriminator Loss: 1.4605... Generator Loss: 0.5096 Epoch 21/25...progress:78.04%....step:2950/3780... Discriminator Loss: 1.2286... Generator Loss: 0.6517 Epoch 21/25...progress:78.31%....step:2960/3780... Discriminator Loss: 1.7711... Generator Loss: 0.3418 Epoch 21/25...progress:78.57%....step:2970/3780... Discriminator Loss: 1.3356... Generator Loss: 0.5726 Epoch 21/25...progress:78.84%....step:2980/3780... Discriminator Loss: 1.4647... Generator Loss: 0.5573 Epoch 21/25...progress:79.10%....step:2990/3780... Discriminator Loss: 1.7589... Generator Loss: 0.3572 Epoch 21/25...progress:79.37%....step:3000/3780... Discriminator Loss: 1.2408... Generator Loss: 0.7246
Epoch 21/25...progress:79.63%....step:3010/3780... Discriminator Loss: 0.9526... Generator Loss: 1.0524 Epoch 21/25...progress:79.89%....step:3020/3780... Discriminator Loss: 1.4053... Generator Loss: 0.5861 Epoch 21/25...progress:80.16%....step:3030/3780... Discriminator Loss: 1.4483... Generator Loss: 0.5023 Epoch 21/25...progress:80.42%....step:3040/3780... Discriminator Loss: 1.9046... Generator Loss: 0.2840 Epoch 21/25...progress:80.69%....step:3050/3780... Discriminator Loss: 1.7834... Generator Loss: 0.3438 Epoch 21/25...progress:80.95%....step:3060/3780... Discriminator Loss: 1.5604... Generator Loss: 0.4197 Epoch 21/25...progress:81.22%....step:3070/3780... Discriminator Loss: 1.2005... Generator Loss: 0.8907 Epoch 21/25...progress:81.48%....step:3080/3780... Discriminator Loss: 2.4172... Generator Loss: 0.1902 Epoch 21/25...progress:81.75%....step:3090/3780... Discriminator Loss: 1.2427... Generator Loss: 0.6115 Epoch 21/25...progress:82.01%....step:3100/3780... Discriminator Loss: 1.1064... Generator Loss: 2.0660 Epoch 21/25...progress:82.28%....step:3110/3780... Discriminator Loss: 1.1218... Generator Loss: 1.2182 Epoch 21/25...progress:82.54%....step:3120/3780... Discriminator Loss: 2.2047... Generator Loss: 0.2232 Epoch 21/25...progress:82.80%....step:3130/3780... Discriminator Loss: 1.1943... Generator Loss: 0.7891 Epoch 21/25...progress:83.07%....step:3140/3780... Discriminator Loss: 2.3747... Generator Loss: 0.2319 Epoch 21/25...progress:83.33%....step:3150/3780... Discriminator Loss: 0.9433... Generator Loss: 1.1537 Epoch 21/25...progress:83.60%....step:3160/3780... Discriminator Loss: 1.8881... Generator Loss: 0.3346 Epoch 21/25...progress:83.86%....step:3170/3780... Discriminator Loss: 2.6226... Generator Loss: 0.1587 Epoch 21/25...progress:84.13%....step:3180/3780... Discriminator Loss: 1.6966... Generator Loss: 0.3808 Epoch 21/25...progress:84.39%....step:3190/3780... Discriminator Loss: 0.9839... Generator Loss: 1.4853 Epoch 21/25...progress:84.66%....step:3200/3780... Discriminator Loss: 0.9636... Generator Loss: 1.1723
Epoch 21/25...progress:84.92%....step:3210/3780... Discriminator Loss: 2.2017... Generator Loss: 0.2297 Epoch 21/25...progress:85.19%....step:3220/3780... Discriminator Loss: 2.0290... Generator Loss: 0.2766 Epoch 21/25...progress:85.45%....step:3230/3780... Discriminator Loss: 1.9737... Generator Loss: 0.4189 Epoch 21/25...progress:85.71%....step:3240/3780... Discriminator Loss: 2.0097... Generator Loss: 0.2800 Epoch 21/25...progress:85.98%....step:3250/3780... Discriminator Loss: 1.3899... Generator Loss: 0.5586 Epoch 21/25...progress:86.24%....step:3260/3780... Discriminator Loss: 1.4591... Generator Loss: 0.4900 Epoch 21/25...progress:86.51%....step:3270/3780... Discriminator Loss: 1.4268... Generator Loss: 0.5437 Epoch 21/25...progress:86.77%....step:3280/3780... Discriminator Loss: 1.4518... Generator Loss: 0.5404 Epoch 21/25...progress:87.04%....step:3290/3780... Discriminator Loss: 1.1826... Generator Loss: 0.7442 Epoch 21/25...progress:87.30%....step:3300/3780... Discriminator Loss: 1.4080... Generator Loss: 0.5789 Epoch 21/25...progress:87.57%....step:3310/3780... Discriminator Loss: 1.7221... Generator Loss: 0.3365 Epoch 21/25...progress:87.83%....step:3320/3780... Discriminator Loss: 1.4644... Generator Loss: 0.4826 Epoch 21/25...progress:88.10%....step:3330/3780... Discriminator Loss: 1.7669... Generator Loss: 0.3422 Epoch 21/25...progress:88.36%....step:3340/3780... Discriminator Loss: 1.7039... Generator Loss: 0.4352 Epoch 21/25...progress:88.62%....step:3350/3780... Discriminator Loss: 1.9094... Generator Loss: 0.3043 Epoch 21/25...progress:88.89%....step:3360/3780... Discriminator Loss: 1.2096... Generator Loss: 0.7929 Epoch 21/25...progress:89.15%....step:3370/3780... Discriminator Loss: 1.3639... Generator Loss: 0.7503 Epoch 21/25...progress:89.42%....step:3380/3780... Discriminator Loss: 1.6271... Generator Loss: 0.3927 Epoch 21/25...progress:89.68%....step:3390/3780... Discriminator Loss: 1.4063... Generator Loss: 0.6082 Epoch 21/25...progress:89.95%....step:3400/3780... Discriminator Loss: 1.8117... Generator Loss: 0.3304
Epoch 21/25...progress:90.21%....step:3410/3780... Discriminator Loss: 2.2812... Generator Loss: 0.1909 Epoch 21/25...progress:90.48%....step:3420/3780... Discriminator Loss: 1.8919... Generator Loss: 0.3191 Epoch 21/25...progress:90.74%....step:3430/3780... Discriminator Loss: 1.6092... Generator Loss: 0.4510 Epoch 21/25...progress:91.01%....step:3440/3780... Discriminator Loss: 1.2972... Generator Loss: 0.8383 Epoch 21/25...progress:91.27%....step:3450/3780... Discriminator Loss: 1.9388... Generator Loss: 0.2972 Epoch 21/25...progress:91.53%....step:3460/3780... Discriminator Loss: 2.8972... Generator Loss: 0.1061 Epoch 21/25...progress:91.80%....step:3470/3780... Discriminator Loss: 1.2985... Generator Loss: 0.7293 Epoch 21/25...progress:92.06%....step:3480/3780... Discriminator Loss: 2.0095... Generator Loss: 0.2617 Epoch 21/25...progress:92.33%....step:3490/3780... Discriminator Loss: 1.7998... Generator Loss: 0.3825 Epoch 21/25...progress:92.59%....step:3500/3780... Discriminator Loss: 1.2663... Generator Loss: 1.3145 Epoch 21/25...progress:92.86%....step:3510/3780... Discriminator Loss: 1.9389... Generator Loss: 0.3160 Epoch 21/25...progress:93.12%....step:3520/3780... Discriminator Loss: 1.5880... Generator Loss: 0.9129 Epoch 21/25...progress:93.39%....step:3530/3780... Discriminator Loss: 1.2519... Generator Loss: 1.3478 Epoch 21/25...progress:93.65%....step:3540/3780... Discriminator Loss: 0.9497... Generator Loss: 1.0933 Epoch 21/25...progress:93.92%....step:3550/3780... Discriminator Loss: 1.6890... Generator Loss: 0.3741 Epoch 21/25...progress:94.18%....step:3560/3780... Discriminator Loss: 1.8589... Generator Loss: 0.3533 Epoch 21/25...progress:94.44%....step:3570/3780... Discriminator Loss: 1.6660... Generator Loss: 0.3669 Epoch 21/25...progress:94.71%....step:3580/3780... Discriminator Loss: 1.9617... Generator Loss: 0.3289 Epoch 21/25...progress:94.97%....step:3590/3780... Discriminator Loss: 2.3519... Generator Loss: 0.2177 Epoch 21/25...progress:95.24%....step:3600/3780... Discriminator Loss: 2.3718... Generator Loss: 0.1730
Epoch 21/25...progress:95.50%....step:3610/3780... Discriminator Loss: 1.6849... Generator Loss: 0.3973 Epoch 21/25...progress:95.77%....step:3620/3780... Discriminator Loss: 2.4993... Generator Loss: 0.1734 Epoch 21/25...progress:96.03%....step:3630/3780... Discriminator Loss: 2.3185... Generator Loss: 0.2027 Epoch 21/25...progress:96.30%....step:3640/3780... Discriminator Loss: 1.7167... Generator Loss: 0.3746 Epoch 21/25...progress:96.56%....step:3650/3780... Discriminator Loss: 0.9050... Generator Loss: 1.1527 Epoch 21/25...progress:96.83%....step:3660/3780... Discriminator Loss: 1.4829... Generator Loss: 0.4773 Epoch 21/25...progress:97.09%....step:3670/3780... Discriminator Loss: 2.6298... Generator Loss: 0.1450 Epoch 21/25...progress:97.35%....step:3680/3780... Discriminator Loss: 2.0300... Generator Loss: 0.2585 Epoch 21/25...progress:97.62%....step:3690/3780... Discriminator Loss: 1.5599... Generator Loss: 0.6620 Epoch 21/25...progress:97.88%....step:3700/3780... Discriminator Loss: 1.6738... Generator Loss: 0.4043 Epoch 21/25...progress:98.15%....step:3710/3780... Discriminator Loss: 1.2149... Generator Loss: 1.1605 Epoch 21/25...progress:98.41%....step:3720/3780... Discriminator Loss: 1.9276... Generator Loss: 0.3262 Epoch 21/25...progress:98.68%....step:3730/3780... Discriminator Loss: 0.8960... Generator Loss: 1.0860 Epoch 21/25...progress:98.94%....step:3740/3780... Discriminator Loss: 1.2190... Generator Loss: 1.8993 Epoch 21/25...progress:99.21%....step:3750/3780... Discriminator Loss: 0.9360... Generator Loss: 1.1455 Epoch 21/25...progress:99.47%....step:3760/3780... Discriminator Loss: 1.4131... Generator Loss: 0.5413 Epoch 21/25...progress:99.74%....step:3770/3780... Discriminator Loss: 1.6074... Generator Loss: 0.4255 STARTING epoch: 21 , steps: 3780 ........ Epoch 22/25...progress:0.00%....step:0/3780... Discriminator Loss: 1.6818... Generator Loss: 0.3754
Epoch 22/25...progress:0.26%....step:10/3780... Discriminator Loss: 1.9740... Generator Loss: 0.2811 Epoch 22/25...progress:0.53%....step:20/3780... Discriminator Loss: 1.9492... Generator Loss: 0.3263 Epoch 22/25...progress:0.79%....step:30/3780... Discriminator Loss: 1.7977... Generator Loss: 0.3444 Epoch 22/25...progress:1.06%....step:40/3780... Discriminator Loss: 1.4829... Generator Loss: 0.5999 Epoch 22/25...progress:1.32%....step:50/3780... Discriminator Loss: 1.7647... Generator Loss: 0.3534 Epoch 22/25...progress:1.59%....step:60/3780... Discriminator Loss: 2.1331... Generator Loss: 0.2619 Epoch 22/25...progress:1.85%....step:70/3780... Discriminator Loss: 1.6625... Generator Loss: 0.4282 Epoch 22/25...progress:2.12%....step:80/3780... Discriminator Loss: 1.7742... Generator Loss: 0.3617 Epoch 22/25...progress:2.38%....step:90/3780... Discriminator Loss: 1.6067... Generator Loss: 0.4281 Epoch 22/25...progress:2.65%....step:100/3780... Discriminator Loss: 1.4047... Generator Loss: 0.5603 Epoch 22/25...progress:2.91%....step:110/3780... Discriminator Loss: 2.1879... Generator Loss: 0.2601 Epoch 22/25...progress:3.17%....step:120/3780... Discriminator Loss: 2.3950... Generator Loss: 0.1801 Epoch 22/25...progress:3.44%....step:130/3780... Discriminator Loss: 2.2212... Generator Loss: 0.2542 Epoch 22/25...progress:3.70%....step:140/3780... Discriminator Loss: 1.0977... Generator Loss: 1.0228 Epoch 22/25...progress:3.97%....step:150/3780... Discriminator Loss: 1.9245... Generator Loss: 0.2738 Epoch 22/25...progress:4.23%....step:160/3780... Discriminator Loss: 1.6708... Generator Loss: 0.4022 Epoch 22/25...progress:4.50%....step:170/3780... Discriminator Loss: 1.9957... Generator Loss: 0.2385 Epoch 22/25...progress:4.76%....step:180/3780... Discriminator Loss: 1.7300... Generator Loss: 0.3545 Epoch 22/25...progress:5.03%....step:190/3780... Discriminator Loss: 0.8880... Generator Loss: 1.6892 Epoch 22/25...progress:5.29%....step:200/3780... Discriminator Loss: 1.8568... Generator Loss: 0.3012
Epoch 22/25...progress:5.56%....step:210/3780... Discriminator Loss: 1.4169... Generator Loss: 0.8160 Epoch 22/25...progress:5.82%....step:220/3780... Discriminator Loss: 0.9544... Generator Loss: 1.0594 Epoch 22/25...progress:6.08%....step:230/3780... Discriminator Loss: 2.0233... Generator Loss: 0.2781 Epoch 22/25...progress:6.35%....step:240/3780... Discriminator Loss: 2.6614... Generator Loss: 0.1628 Epoch 22/25...progress:6.61%....step:250/3780... Discriminator Loss: 1.0848... Generator Loss: 0.7734 Epoch 22/25...progress:6.88%....step:260/3780... Discriminator Loss: 1.3017... Generator Loss: 0.7190 Epoch 22/25...progress:7.14%....step:270/3780... Discriminator Loss: 2.6178... Generator Loss: 0.1599 Epoch 22/25...progress:7.41%....step:280/3780... Discriminator Loss: 1.7656... Generator Loss: 0.3661 Epoch 22/25...progress:7.67%....step:290/3780... Discriminator Loss: 1.2053... Generator Loss: 0.7856 Epoch 22/25...progress:7.94%....step:300/3780... Discriminator Loss: 1.8809... Generator Loss: 0.3651 Epoch 22/25...progress:8.20%....step:310/3780... Discriminator Loss: 1.6835... Generator Loss: 0.4132 Epoch 22/25...progress:8.47%....step:320/3780... Discriminator Loss: 1.4502... Generator Loss: 0.5010 Epoch 22/25...progress:8.73%....step:330/3780... Discriminator Loss: 1.6274... Generator Loss: 0.4056 Epoch 22/25...progress:8.99%....step:340/3780... Discriminator Loss: 1.5459... Generator Loss: 0.4411 Epoch 22/25...progress:9.26%....step:350/3780... Discriminator Loss: 1.5086... Generator Loss: 0.4649 Epoch 22/25...progress:9.52%....step:360/3780... Discriminator Loss: 1.9385... Generator Loss: 0.3352 Epoch 22/25...progress:9.79%....step:370/3780... Discriminator Loss: 1.7376... Generator Loss: 0.3494 Epoch 22/25...progress:10.05%....step:380/3780... Discriminator Loss: 1.1367... Generator Loss: 0.7603 Epoch 22/25...progress:10.32%....step:390/3780... Discriminator Loss: 2.5958... Generator Loss: 0.1422 Epoch 22/25...progress:10.58%....step:400/3780... Discriminator Loss: 1.4102... Generator Loss: 0.4930
Epoch 22/25...progress:10.85%....step:410/3780... Discriminator Loss: 1.4578... Generator Loss: 0.5830 Epoch 22/25...progress:11.11%....step:420/3780... Discriminator Loss: 1.4230... Generator Loss: 0.5116 Epoch 22/25...progress:11.38%....step:430/3780... Discriminator Loss: 1.4351... Generator Loss: 0.5862 Epoch 22/25...progress:11.64%....step:440/3780... Discriminator Loss: 1.0989... Generator Loss: 0.8131 Epoch 22/25...progress:11.90%....step:450/3780... Discriminator Loss: 1.4654... Generator Loss: 0.4634 Epoch 22/25...progress:12.17%....step:460/3780... Discriminator Loss: 2.1246... Generator Loss: 2.3184 Epoch 22/25...progress:12.43%....step:470/3780... Discriminator Loss: 1.1733... Generator Loss: 0.7376 Epoch 22/25...progress:12.70%....step:480/3780... Discriminator Loss: 1.1392... Generator Loss: 0.8726 Epoch 22/25...progress:12.96%....step:490/3780... Discriminator Loss: 2.3047... Generator Loss: 0.2557 Epoch 22/25...progress:13.23%....step:500/3780... Discriminator Loss: 1.9706... Generator Loss: 0.3366 Epoch 22/25...progress:13.49%....step:510/3780... Discriminator Loss: 2.2977... Generator Loss: 0.2159 Epoch 22/25...progress:13.76%....step:520/3780... Discriminator Loss: 3.0647... Generator Loss: 0.1108 Epoch 22/25...progress:14.02%....step:530/3780... Discriminator Loss: 1.9909... Generator Loss: 0.3109 Epoch 22/25...progress:14.29%....step:540/3780... Discriminator Loss: 1.4321... Generator Loss: 0.6912 Epoch 22/25...progress:14.55%....step:550/3780... Discriminator Loss: 1.2463... Generator Loss: 0.7759 Epoch 22/25...progress:14.81%....step:560/3780... Discriminator Loss: 1.3703... Generator Loss: 0.6479 Epoch 22/25...progress:15.08%....step:570/3780... Discriminator Loss: 1.2558... Generator Loss: 0.7782 Epoch 22/25...progress:15.34%....step:580/3780... Discriminator Loss: 1.2044... Generator Loss: 1.4199 Epoch 22/25...progress:15.61%....step:590/3780... Discriminator Loss: 1.5564... Generator Loss: 0.4729 Epoch 22/25...progress:15.87%....step:600/3780... Discriminator Loss: 1.8224... Generator Loss: 0.3374
Epoch 22/25...progress:16.14%....step:610/3780... Discriminator Loss: 1.3686... Generator Loss: 0.5957 Epoch 22/25...progress:16.40%....step:620/3780... Discriminator Loss: 2.4735... Generator Loss: 0.2269 Epoch 22/25...progress:16.67%....step:630/3780... Discriminator Loss: 1.5093... Generator Loss: 0.4879 Epoch 22/25...progress:16.93%....step:640/3780... Discriminator Loss: 1.5140... Generator Loss: 0.5141 Epoch 22/25...progress:17.20%....step:650/3780... Discriminator Loss: 2.3544... Generator Loss: 0.1847 Epoch 22/25...progress:17.46%....step:660/3780... Discriminator Loss: 1.6780... Generator Loss: 0.4105 Epoch 22/25...progress:17.72%....step:670/3780... Discriminator Loss: 1.2366... Generator Loss: 0.7310 Epoch 22/25...progress:17.99%....step:680/3780... Discriminator Loss: 2.2214... Generator Loss: 0.2181 Epoch 22/25...progress:18.25%....step:690/3780... Discriminator Loss: 1.9898... Generator Loss: 0.2566 Epoch 22/25...progress:18.52%....step:700/3780... Discriminator Loss: 1.1749... Generator Loss: 1.2392 Epoch 22/25...progress:18.78%....step:710/3780... Discriminator Loss: 2.0581... Generator Loss: 0.2483 Epoch 22/25...progress:19.05%....step:720/3780... Discriminator Loss: 1.2283... Generator Loss: 0.6564 Epoch 22/25...progress:19.31%....step:730/3780... Discriminator Loss: 1.2281... Generator Loss: 0.6974 Epoch 22/25...progress:19.58%....step:740/3780... Discriminator Loss: 2.6246... Generator Loss: 0.2727 Epoch 22/25...progress:19.84%....step:750/3780... Discriminator Loss: 2.4353... Generator Loss: 0.2080 Epoch 22/25...progress:20.11%....step:760/3780... Discriminator Loss: 2.4533... Generator Loss: 0.1875 Epoch 22/25...progress:20.37%....step:770/3780... Discriminator Loss: 2.0499... Generator Loss: 0.2948 Epoch 22/25...progress:20.63%....step:780/3780... Discriminator Loss: 1.4311... Generator Loss: 0.5543 Epoch 22/25...progress:20.90%....step:790/3780... Discriminator Loss: 1.1418... Generator Loss: 0.9893 Epoch 22/25...progress:21.16%....step:800/3780... Discriminator Loss: 1.6197... Generator Loss: 0.4510
Epoch 22/25...progress:21.43%....step:810/3780... Discriminator Loss: 1.7644... Generator Loss: 0.3278 Epoch 22/25...progress:21.69%....step:820/3780... Discriminator Loss: 1.4375... Generator Loss: 0.6944 Epoch 22/25...progress:21.96%....step:830/3780... Discriminator Loss: 1.0092... Generator Loss: 0.9054 Epoch 22/25...progress:22.22%....step:840/3780... Discriminator Loss: 1.9137... Generator Loss: 0.2982 Epoch 22/25...progress:22.49%....step:850/3780... Discriminator Loss: 1.2425... Generator Loss: 0.6461 Epoch 22/25...progress:22.75%....step:860/3780... Discriminator Loss: 1.7867... Generator Loss: 0.3582 Epoch 22/25...progress:23.02%....step:870/3780... Discriminator Loss: 1.3677... Generator Loss: 0.6484 Epoch 22/25...progress:23.28%....step:880/3780... Discriminator Loss: 1.7605... Generator Loss: 0.3757 Epoch 22/25...progress:23.54%....step:890/3780... Discriminator Loss: 2.3636... Generator Loss: 0.1882 Epoch 22/25...progress:23.81%....step:900/3780... Discriminator Loss: 1.8185... Generator Loss: 0.2984 Epoch 22/25...progress:24.07%....step:910/3780... Discriminator Loss: 1.9893... Generator Loss: 0.2450 Epoch 22/25...progress:24.34%....step:920/3780... Discriminator Loss: 0.6811... Generator Loss: 1.8672 Epoch 22/25...progress:24.60%....step:930/3780... Discriminator Loss: 1.2298... Generator Loss: 0.7301 Epoch 22/25...progress:24.87%....step:940/3780... Discriminator Loss: 1.1576... Generator Loss: 0.8715 Epoch 22/25...progress:25.13%....step:950/3780... Discriminator Loss: 2.2525... Generator Loss: 0.2027 Epoch 22/25...progress:25.40%....step:960/3780... Discriminator Loss: 1.5294... Generator Loss: 0.4786 Epoch 22/25...progress:25.66%....step:970/3780... Discriminator Loss: 1.4422... Generator Loss: 1.2861 Epoch 22/25...progress:25.93%....step:980/3780... Discriminator Loss: 1.8649... Generator Loss: 0.3263 Epoch 22/25...progress:26.19%....step:990/3780... Discriminator Loss: 1.4439... Generator Loss: 0.5569 Epoch 22/25...progress:26.46%....step:1000/3780... Discriminator Loss: 1.6353... Generator Loss: 0.3721
Epoch 22/25...progress:26.72%....step:1010/3780... Discriminator Loss: 1.7004... Generator Loss: 0.3580 Epoch 22/25...progress:26.98%....step:1020/3780... Discriminator Loss: 1.8563... Generator Loss: 0.3514 Epoch 22/25...progress:27.25%....step:1030/3780... Discriminator Loss: 2.3803... Generator Loss: 0.2237 Epoch 22/25...progress:27.51%....step:1040/3780... Discriminator Loss: 1.7764... Generator Loss: 0.4625 Epoch 22/25...progress:27.78%....step:1050/3780... Discriminator Loss: 1.8152... Generator Loss: 0.3676 Epoch 22/25...progress:28.04%....step:1060/3780... Discriminator Loss: 1.4855... Generator Loss: 0.4941 Epoch 22/25...progress:28.31%....step:1070/3780... Discriminator Loss: 1.2599... Generator Loss: 0.7631 Epoch 22/25...progress:28.57%....step:1080/3780... Discriminator Loss: 1.1620... Generator Loss: 0.7151 Epoch 22/25...progress:28.84%....step:1090/3780... Discriminator Loss: 1.4497... Generator Loss: 0.5719 Epoch 22/25...progress:29.10%....step:1100/3780... Discriminator Loss: 1.4690... Generator Loss: 0.5462 Epoch 22/25...progress:29.37%....step:1110/3780... Discriminator Loss: 1.6848... Generator Loss: 0.4258 Epoch 22/25...progress:29.63%....step:1120/3780... Discriminator Loss: 1.8994... Generator Loss: 0.2933 Epoch 22/25...progress:29.89%....step:1130/3780... Discriminator Loss: 2.1909... Generator Loss: 0.2352 Epoch 22/25...progress:30.16%....step:1140/3780... Discriminator Loss: 1.1450... Generator Loss: 0.8304 Epoch 22/25...progress:30.42%....step:1150/3780... Discriminator Loss: 1.0759... Generator Loss: 0.8597 Epoch 22/25...progress:30.69%....step:1160/3780... Discriminator Loss: 1.6350... Generator Loss: 0.3919 Epoch 22/25...progress:30.95%....step:1170/3780... Discriminator Loss: 1.9212... Generator Loss: 0.3136 Epoch 22/25...progress:31.22%....step:1180/3780... Discriminator Loss: 1.3086... Generator Loss: 0.6697 Epoch 22/25...progress:31.48%....step:1190/3780... Discriminator Loss: 1.2135... Generator Loss: 0.7797 Epoch 22/25...progress:31.75%....step:1200/3780... Discriminator Loss: 2.0381... Generator Loss: 0.2562
Epoch 22/25...progress:32.01%....step:1210/3780... Discriminator Loss: 1.7073... Generator Loss: 0.4112 Epoch 22/25...progress:32.28%....step:1220/3780... Discriminator Loss: 1.4874... Generator Loss: 0.5027 Epoch 22/25...progress:32.54%....step:1230/3780... Discriminator Loss: 1.1905... Generator Loss: 1.0570 Epoch 22/25...progress:32.80%....step:1240/3780... Discriminator Loss: 1.0778... Generator Loss: 0.7986 Epoch 22/25...progress:33.07%....step:1250/3780... Discriminator Loss: 1.4040... Generator Loss: 0.6056 Epoch 22/25...progress:33.33%....step:1260/3780... Discriminator Loss: 1.5777... Generator Loss: 0.4360 Epoch 22/25...progress:33.60%....step:1270/3780... Discriminator Loss: 1.5959... Generator Loss: 0.4279 Epoch 22/25...progress:33.86%....step:1280/3780... Discriminator Loss: 0.9244... Generator Loss: 1.0179 Epoch 22/25...progress:34.13%....step:1290/3780... Discriminator Loss: 1.8611... Generator Loss: 0.3337 Epoch 22/25...progress:34.39%....step:1300/3780... Discriminator Loss: 1.8831... Generator Loss: 0.3430 Epoch 22/25...progress:34.66%....step:1310/3780... Discriminator Loss: 1.4355... Generator Loss: 0.6508 Epoch 22/25...progress:34.92%....step:1320/3780... Discriminator Loss: 1.1280... Generator Loss: 0.7381 Epoch 22/25...progress:35.19%....step:1330/3780... Discriminator Loss: 3.0063... Generator Loss: 0.1078 Epoch 22/25...progress:35.45%....step:1340/3780... Discriminator Loss: 1.2102... Generator Loss: 0.8853 Epoch 22/25...progress:35.71%....step:1350/3780... Discriminator Loss: 1.4761... Generator Loss: 0.4669 Epoch 22/25...progress:35.98%....step:1360/3780... Discriminator Loss: 1.7214... Generator Loss: 0.3588 Epoch 22/25...progress:36.24%....step:1370/3780... Discriminator Loss: 1.4570... Generator Loss: 0.5429 Epoch 22/25...progress:36.51%....step:1380/3780... Discriminator Loss: 1.5324... Generator Loss: 0.5561 Epoch 22/25...progress:36.77%....step:1390/3780... Discriminator Loss: 1.0906... Generator Loss: 1.0428 Epoch 22/25...progress:37.04%....step:1400/3780... Discriminator Loss: 2.0999... Generator Loss: 0.2678
Epoch 22/25...progress:37.30%....step:1410/3780... Discriminator Loss: 1.5869... Generator Loss: 0.4881 Epoch 22/25...progress:37.57%....step:1420/3780... Discriminator Loss: 1.2105... Generator Loss: 0.6808 Epoch 22/25...progress:37.83%....step:1430/3780... Discriminator Loss: 1.4944... Generator Loss: 0.5282 Epoch 22/25...progress:38.10%....step:1440/3780... Discriminator Loss: 2.0738... Generator Loss: 0.2278 Epoch 22/25...progress:38.36%....step:1450/3780... Discriminator Loss: 0.9892... Generator Loss: 0.9762 Epoch 22/25...progress:38.62%....step:1460/3780... Discriminator Loss: 1.6051... Generator Loss: 0.3911 Epoch 22/25...progress:38.89%....step:1470/3780... Discriminator Loss: 1.1155... Generator Loss: 0.8365 Epoch 22/25...progress:39.15%....step:1480/3780... Discriminator Loss: 1.3204... Generator Loss: 0.6599 Epoch 22/25...progress:39.42%....step:1490/3780... Discriminator Loss: 2.0072... Generator Loss: 0.2610 Epoch 22/25...progress:39.68%....step:1500/3780... Discriminator Loss: 2.0750... Generator Loss: 0.2279 Epoch 22/25...progress:39.95%....step:1510/3780... Discriminator Loss: 1.0999... Generator Loss: 1.4651 Epoch 22/25...progress:40.21%....step:1520/3780... Discriminator Loss: 1.3371... Generator Loss: 0.6296 Epoch 22/25...progress:40.48%....step:1530/3780... Discriminator Loss: 1.6403... Generator Loss: 0.4001 Epoch 22/25...progress:40.74%....step:1540/3780... Discriminator Loss: 1.1419... Generator Loss: 0.8620 Epoch 22/25...progress:41.01%....step:1550/3780... Discriminator Loss: 1.8440... Generator Loss: 0.3474 Epoch 22/25...progress:41.27%....step:1560/3780... Discriminator Loss: 2.0809... Generator Loss: 0.2740 Epoch 22/25...progress:41.53%....step:1570/3780... Discriminator Loss: 2.5466... Generator Loss: 0.1424 Epoch 22/25...progress:41.80%....step:1580/3780... Discriminator Loss: 1.3993... Generator Loss: 0.6012 Epoch 22/25...progress:42.06%....step:1590/3780... Discriminator Loss: 1.5638... Generator Loss: 0.4787 Epoch 22/25...progress:42.33%....step:1600/3780... Discriminator Loss: 1.2579... Generator Loss: 0.6595
Epoch 22/25...progress:42.59%....step:1610/3780... Discriminator Loss: 1.3215... Generator Loss: 1.1204 Epoch 22/25...progress:42.86%....step:1620/3780... Discriminator Loss: 1.0664... Generator Loss: 1.0954 Epoch 22/25...progress:43.12%....step:1630/3780... Discriminator Loss: 1.1614... Generator Loss: 1.0472 Epoch 22/25...progress:43.39%....step:1640/3780... Discriminator Loss: 0.9305... Generator Loss: 1.0922 Epoch 22/25...progress:43.65%....step:1650/3780... Discriminator Loss: 1.6991... Generator Loss: 0.4448 Epoch 22/25...progress:43.92%....step:1660/3780... Discriminator Loss: 1.7910... Generator Loss: 0.3640 Epoch 22/25...progress:44.18%....step:1670/3780... Discriminator Loss: 1.0564... Generator Loss: 0.9914 Epoch 22/25...progress:44.44%....step:1680/3780... Discriminator Loss: 1.4717... Generator Loss: 0.5112 Epoch 22/25...progress:44.71%....step:1690/3780... Discriminator Loss: 1.3437... Generator Loss: 0.6514 Epoch 22/25...progress:44.97%....step:1700/3780... Discriminator Loss: 1.2292... Generator Loss: 0.6844 Epoch 22/25...progress:45.24%....step:1710/3780... Discriminator Loss: 2.4169... Generator Loss: 0.1950 Epoch 22/25...progress:45.50%....step:1720/3780... Discriminator Loss: 1.2779... Generator Loss: 0.6907 Epoch 22/25...progress:45.77%....step:1730/3780... Discriminator Loss: 1.2149... Generator Loss: 0.7235 Epoch 22/25...progress:46.03%....step:1740/3780... Discriminator Loss: 1.5184... Generator Loss: 0.5410 Epoch 22/25...progress:46.30%....step:1750/3780... Discriminator Loss: 1.3833... Generator Loss: 0.5864 Epoch 22/25...progress:46.56%....step:1760/3780... Discriminator Loss: 2.0607... Generator Loss: 0.2596 Epoch 22/25...progress:46.83%....step:1770/3780... Discriminator Loss: 1.8586... Generator Loss: 0.3071 Epoch 22/25...progress:47.09%....step:1780/3780... Discriminator Loss: 1.2342... Generator Loss: 0.7397 Epoch 22/25...progress:47.35%....step:1790/3780... Discriminator Loss: 1.3445... Generator Loss: 1.0396 Epoch 22/25...progress:47.62%....step:1800/3780... Discriminator Loss: 2.1715... Generator Loss: 0.2119
Epoch 22/25...progress:47.88%....step:1810/3780... Discriminator Loss: 2.4620... Generator Loss: 0.1977 Epoch 22/25...progress:48.15%....step:1820/3780... Discriminator Loss: 1.7039... Generator Loss: 0.3822 Epoch 22/25...progress:48.41%....step:1830/3780... Discriminator Loss: 1.1658... Generator Loss: 0.7744 Epoch 22/25...progress:48.68%....step:1840/3780... Discriminator Loss: 1.5473... Generator Loss: 0.4951 Epoch 22/25...progress:48.94%....step:1850/3780... Discriminator Loss: 1.0846... Generator Loss: 0.9167 Epoch 22/25...progress:49.21%....step:1860/3780... Discriminator Loss: 2.3134... Generator Loss: 0.2274 Epoch 22/25...progress:49.47%....step:1870/3780... Discriminator Loss: 1.3425... Generator Loss: 0.7660 Epoch 22/25...progress:49.74%....step:1880/3780... Discriminator Loss: 1.4394... Generator Loss: 0.5451 Epoch 22/25...progress:50.00%....step:1890/3780... Discriminator Loss: 1.6512... Generator Loss: 0.5087 Epoch 22/25...progress:50.26%....step:1900/3780... Discriminator Loss: 0.8373... Generator Loss: 1.4552 Epoch 22/25...progress:50.53%....step:1910/3780... Discriminator Loss: 1.4895... Generator Loss: 1.2494 Epoch 22/25...progress:50.79%....step:1920/3780... Discriminator Loss: 2.0971... Generator Loss: 0.2439 Epoch 22/25...progress:51.06%....step:1930/3780... Discriminator Loss: 2.2731... Generator Loss: 0.2177 Epoch 22/25...progress:51.32%....step:1940/3780... Discriminator Loss: 1.6324... Generator Loss: 0.4733 Epoch 22/25...progress:51.59%....step:1950/3780... Discriminator Loss: 2.0210... Generator Loss: 0.3121 Epoch 22/25...progress:51.85%....step:1960/3780... Discriminator Loss: 2.9144... Generator Loss: 0.1026 Epoch 22/25...progress:52.12%....step:1970/3780... Discriminator Loss: 1.0363... Generator Loss: 1.0606 Epoch 22/25...progress:52.38%....step:1980/3780... Discriminator Loss: 1.7114... Generator Loss: 0.3364 Epoch 22/25...progress:52.65%....step:1990/3780... Discriminator Loss: 1.3455... Generator Loss: 0.5493 Epoch 22/25...progress:52.91%....step:2000/3780... Discriminator Loss: 1.7494... Generator Loss: 0.3739
Epoch 22/25...progress:53.17%....step:2010/3780... Discriminator Loss: 1.4174... Generator Loss: 0.5666 Epoch 22/25...progress:53.44%....step:2020/3780... Discriminator Loss: 1.6723... Generator Loss: 0.4132 Epoch 22/25...progress:53.70%....step:2030/3780... Discriminator Loss: 1.2108... Generator Loss: 0.7222 Epoch 22/25...progress:53.97%....step:2040/3780... Discriminator Loss: 1.0108... Generator Loss: 0.8875 Epoch 22/25...progress:54.23%....step:2050/3780... Discriminator Loss: 1.3616... Generator Loss: 0.6078 Epoch 22/25...progress:54.50%....step:2060/3780... Discriminator Loss: 1.3818... Generator Loss: 0.6303 Epoch 22/25...progress:54.76%....step:2070/3780... Discriminator Loss: 1.1948... Generator Loss: 0.6859 Epoch 22/25...progress:55.03%....step:2080/3780... Discriminator Loss: 1.5036... Generator Loss: 0.5172 Epoch 22/25...progress:55.29%....step:2090/3780... Discriminator Loss: 1.6265... Generator Loss: 0.8042 Epoch 22/25...progress:55.56%....step:2100/3780... Discriminator Loss: 1.1217... Generator Loss: 0.9381 Epoch 22/25...progress:55.82%....step:2110/3780... Discriminator Loss: 1.6645... Generator Loss: 0.4278 Epoch 22/25...progress:56.08%....step:2120/3780... Discriminator Loss: 1.1847... Generator Loss: 0.8165 Epoch 22/25...progress:56.35%....step:2130/3780... Discriminator Loss: 1.5413... Generator Loss: 0.4862 Epoch 22/25...progress:56.61%....step:2140/3780... Discriminator Loss: 1.4252... Generator Loss: 0.6985 Epoch 22/25...progress:56.88%....step:2150/3780... Discriminator Loss: 2.7262... Generator Loss: 0.1390 Epoch 22/25...progress:57.14%....step:2160/3780... Discriminator Loss: 1.1932... Generator Loss: 0.9504 Epoch 22/25...progress:57.41%....step:2170/3780... Discriminator Loss: 0.8847... Generator Loss: 1.1564 Epoch 22/25...progress:57.67%....step:2180/3780... Discriminator Loss: 1.6009... Generator Loss: 0.4594 Epoch 22/25...progress:57.94%....step:2190/3780... Discriminator Loss: 1.7255... Generator Loss: 0.3840 Epoch 22/25...progress:58.20%....step:2200/3780... Discriminator Loss: 1.5013... Generator Loss: 0.6484
Epoch 22/25...progress:58.47%....step:2210/3780... Discriminator Loss: 2.4529... Generator Loss: 0.1928 Epoch 22/25...progress:58.73%....step:2220/3780... Discriminator Loss: 1.6221... Generator Loss: 0.3907 Epoch 22/25...progress:58.99%....step:2230/3780... Discriminator Loss: 1.2121... Generator Loss: 0.7475 Epoch 22/25...progress:59.26%....step:2240/3780... Discriminator Loss: 1.7860... Generator Loss: 0.3752 Epoch 22/25...progress:59.52%....step:2250/3780... Discriminator Loss: 1.9780... Generator Loss: 0.2996 Epoch 22/25...progress:59.79%....step:2260/3780... Discriminator Loss: 1.5318... Generator Loss: 0.9878 Epoch 22/25...progress:60.05%....step:2270/3780... Discriminator Loss: 1.9866... Generator Loss: 0.2712 Epoch 22/25...progress:60.32%....step:2280/3780... Discriminator Loss: 1.3187... Generator Loss: 0.7251 Epoch 22/25...progress:60.58%....step:2290/3780... Discriminator Loss: 1.1511... Generator Loss: 0.7834 Epoch 22/25...progress:60.85%....step:2300/3780... Discriminator Loss: 1.2574... Generator Loss: 0.7025 Epoch 22/25...progress:61.11%....step:2310/3780... Discriminator Loss: 1.5379... Generator Loss: 0.5883 Epoch 22/25...progress:61.38%....step:2320/3780... Discriminator Loss: 0.9557... Generator Loss: 1.0970 Epoch 22/25...progress:61.64%....step:2330/3780... Discriminator Loss: 1.2253... Generator Loss: 0.9027 Epoch 22/25...progress:61.90%....step:2340/3780... Discriminator Loss: 2.0891... Generator Loss: 0.2477 Epoch 22/25...progress:62.17%....step:2350/3780... Discriminator Loss: 1.0578... Generator Loss: 1.0862 Epoch 22/25...progress:62.43%....step:2360/3780... Discriminator Loss: 1.6605... Generator Loss: 1.4957 Epoch 22/25...progress:62.70%....step:2370/3780... Discriminator Loss: 2.9581... Generator Loss: 0.1745 Epoch 22/25...progress:62.96%....step:2380/3780... Discriminator Loss: 1.4919... Generator Loss: 0.9821 Epoch 22/25...progress:63.23%....step:2390/3780... Discriminator Loss: 1.7941... Generator Loss: 0.3500 Epoch 22/25...progress:63.49%....step:2400/3780... Discriminator Loss: 1.2251... Generator Loss: 0.7003
Epoch 22/25...progress:63.76%....step:2410/3780... Discriminator Loss: 1.2127... Generator Loss: 0.6692 Epoch 22/25...progress:64.02%....step:2420/3780... Discriminator Loss: 1.4534... Generator Loss: 0.5355 Epoch 22/25...progress:64.29%....step:2430/3780... Discriminator Loss: 1.3240... Generator Loss: 0.5999 Epoch 22/25...progress:64.55%....step:2440/3780... Discriminator Loss: 1.2223... Generator Loss: 1.8435 Epoch 22/25...progress:64.81%....step:2450/3780... Discriminator Loss: 1.6245... Generator Loss: 0.4416 Epoch 22/25...progress:65.08%....step:2460/3780... Discriminator Loss: 1.1587... Generator Loss: 0.7615 Epoch 22/25...progress:65.34%....step:2470/3780... Discriminator Loss: 2.2262... Generator Loss: 0.2199 Epoch 22/25...progress:65.61%....step:2480/3780... Discriminator Loss: 1.5017... Generator Loss: 0.5007 Epoch 22/25...progress:65.87%....step:2490/3780... Discriminator Loss: 1.1514... Generator Loss: 0.8120 Epoch 22/25...progress:66.14%....step:2500/3780... Discriminator Loss: 1.1408... Generator Loss: 0.8080 Epoch 22/25...progress:66.40%....step:2510/3780... Discriminator Loss: 1.8271... Generator Loss: 0.3271 Epoch 22/25...progress:66.67%....step:2520/3780... Discriminator Loss: 1.9895... Generator Loss: 0.2637 Epoch 22/25...progress:66.93%....step:2530/3780... Discriminator Loss: 1.9979... Generator Loss: 0.2589 Epoch 22/25...progress:67.20%....step:2540/3780... Discriminator Loss: 1.0272... Generator Loss: 1.2502 Epoch 22/25...progress:67.46%....step:2550/3780... Discriminator Loss: 2.7435... Generator Loss: 0.1618 Epoch 22/25...progress:67.72%....step:2560/3780... Discriminator Loss: 1.6174... Generator Loss: 0.4144 Epoch 22/25...progress:67.99%....step:2570/3780... Discriminator Loss: 1.5412... Generator Loss: 0.4127 Epoch 22/25...progress:68.25%....step:2580/3780... Discriminator Loss: 1.7627... Generator Loss: 0.3649 Epoch 22/25...progress:68.52%....step:2590/3780... Discriminator Loss: 0.9801... Generator Loss: 1.5298 Epoch 22/25...progress:68.78%....step:2600/3780... Discriminator Loss: 2.0202... Generator Loss: 0.2864
Epoch 22/25...progress:69.05%....step:2610/3780... Discriminator Loss: 1.9712... Generator Loss: 0.2863 Epoch 22/25...progress:69.31%....step:2620/3780... Discriminator Loss: 1.9767... Generator Loss: 0.3145 Epoch 22/25...progress:69.58%....step:2630/3780... Discriminator Loss: 1.7572... Generator Loss: 0.3473 Epoch 22/25...progress:69.84%....step:2640/3780... Discriminator Loss: 1.4333... Generator Loss: 0.9086 Epoch 22/25...progress:70.11%....step:2650/3780... Discriminator Loss: 1.7534... Generator Loss: 0.3821 Epoch 22/25...progress:70.37%....step:2660/3780... Discriminator Loss: 1.7912... Generator Loss: 0.4417 Epoch 22/25...progress:70.63%....step:2670/3780... Discriminator Loss: 1.3549... Generator Loss: 0.9749 Epoch 22/25...progress:70.90%....step:2680/3780... Discriminator Loss: 1.4782... Generator Loss: 0.5013 Epoch 22/25...progress:71.16%....step:2690/3780... Discriminator Loss: 1.1903... Generator Loss: 0.6862 Epoch 22/25...progress:71.43%....step:2700/3780... Discriminator Loss: 1.2449... Generator Loss: 0.6316 Epoch 22/25...progress:71.69%....step:2710/3780... Discriminator Loss: 1.1592... Generator Loss: 1.1674 Epoch 22/25...progress:71.96%....step:2720/3780... Discriminator Loss: 2.5498... Generator Loss: 0.1640 Epoch 22/25...progress:72.22%....step:2730/3780... Discriminator Loss: 1.2659... Generator Loss: 0.6914 Epoch 22/25...progress:72.49%....step:2740/3780... Discriminator Loss: 1.7373... Generator Loss: 0.3947 Epoch 22/25...progress:72.75%....step:2750/3780... Discriminator Loss: 1.8386... Generator Loss: 0.3283 Epoch 22/25...progress:73.02%....step:2760/3780... Discriminator Loss: 1.9936... Generator Loss: 0.3111 Epoch 22/25...progress:73.28%....step:2770/3780... Discriminator Loss: 1.5742... Generator Loss: 0.4753 Epoch 22/25...progress:73.54%....step:2780/3780... Discriminator Loss: 2.2854... Generator Loss: 0.2015 Epoch 22/25...progress:73.81%....step:2790/3780... Discriminator Loss: 1.8163... Generator Loss: 0.3377 Epoch 22/25...progress:74.07%....step:2800/3780... Discriminator Loss: 1.3091... Generator Loss: 0.6200
Epoch 22/25...progress:74.34%....step:2810/3780... Discriminator Loss: 1.3059... Generator Loss: 0.7016 Epoch 22/25...progress:74.60%....step:2820/3780... Discriminator Loss: 1.5459... Generator Loss: 0.4489 Epoch 22/25...progress:74.87%....step:2830/3780... Discriminator Loss: 1.5091... Generator Loss: 0.5003 Epoch 22/25...progress:75.13%....step:2840/3780... Discriminator Loss: 1.8230... Generator Loss: 0.3183 Epoch 22/25...progress:75.40%....step:2850/3780... Discriminator Loss: 1.3266... Generator Loss: 0.5966 Epoch 22/25...progress:75.66%....step:2860/3780... Discriminator Loss: 1.5972... Generator Loss: 0.4582 Epoch 22/25...progress:75.93%....step:2870/3780... Discriminator Loss: 2.5322... Generator Loss: 0.1746 Epoch 22/25...progress:76.19%....step:2880/3780... Discriminator Loss: 1.6275... Generator Loss: 0.4255 Epoch 22/25...progress:76.46%....step:2890/3780... Discriminator Loss: 1.8622... Generator Loss: 0.3605 Epoch 22/25...progress:76.72%....step:2900/3780... Discriminator Loss: 1.4013... Generator Loss: 0.5269 Epoch 22/25...progress:76.98%....step:2910/3780... Discriminator Loss: 1.8530... Generator Loss: 0.3306 Epoch 22/25...progress:77.25%....step:2920/3780... Discriminator Loss: 1.2067... Generator Loss: 0.9689 Epoch 22/25...progress:77.51%....step:2930/3780... Discriminator Loss: 1.4530... Generator Loss: 0.5437 Epoch 22/25...progress:77.78%....step:2940/3780... Discriminator Loss: 1.2106... Generator Loss: 0.7646 Epoch 22/25...progress:78.04%....step:2950/3780... Discriminator Loss: 1.4555... Generator Loss: 0.5417 Epoch 22/25...progress:78.31%....step:2960/3780... Discriminator Loss: 1.0465... Generator Loss: 1.1368 Epoch 22/25...progress:78.57%....step:2970/3780... Discriminator Loss: 1.1706... Generator Loss: 1.8249 Epoch 22/25...progress:78.84%....step:2980/3780... Discriminator Loss: 0.9931... Generator Loss: 1.1461 Epoch 22/25...progress:79.10%....step:2990/3780... Discriminator Loss: 1.6581... Generator Loss: 0.4371 Epoch 22/25...progress:79.37%....step:3000/3780... Discriminator Loss: 1.3931... Generator Loss: 0.6462
Epoch 22/25...progress:79.63%....step:3010/3780... Discriminator Loss: 1.5506... Generator Loss: 0.4369 Epoch 22/25...progress:79.89%....step:3020/3780... Discriminator Loss: 1.5925... Generator Loss: 0.4827 Epoch 22/25...progress:80.16%....step:3030/3780... Discriminator Loss: 2.4390... Generator Loss: 0.1753 Epoch 22/25...progress:80.42%....step:3040/3780... Discriminator Loss: 1.8956... Generator Loss: 0.3043 Epoch 22/25...progress:80.69%....step:3050/3780... Discriminator Loss: 2.0058... Generator Loss: 0.2716 Epoch 22/25...progress:80.95%....step:3060/3780... Discriminator Loss: 1.4805... Generator Loss: 0.7943 Epoch 22/25...progress:81.22%....step:3070/3780... Discriminator Loss: 1.2317... Generator Loss: 0.7558 Epoch 22/25...progress:81.48%....step:3080/3780... Discriminator Loss: 2.2294... Generator Loss: 0.2139 Epoch 22/25...progress:81.75%....step:3090/3780... Discriminator Loss: 1.5752... Generator Loss: 0.4599 Epoch 22/25...progress:82.01%....step:3100/3780... Discriminator Loss: 1.4384... Generator Loss: 1.4283 Epoch 22/25...progress:82.28%....step:3110/3780... Discriminator Loss: 1.4952... Generator Loss: 0.6466 Epoch 22/25...progress:82.54%....step:3120/3780... Discriminator Loss: 1.9437... Generator Loss: 0.3009 Epoch 22/25...progress:82.80%....step:3130/3780... Discriminator Loss: 1.4539... Generator Loss: 0.7344 Epoch 22/25...progress:83.07%....step:3140/3780... Discriminator Loss: 1.3524... Generator Loss: 0.6595 Epoch 22/25...progress:83.33%....step:3150/3780... Discriminator Loss: 0.9773... Generator Loss: 1.9240 Epoch 22/25...progress:83.60%....step:3160/3780... Discriminator Loss: 1.6764... Generator Loss: 0.3540 Epoch 22/25...progress:83.86%....step:3170/3780... Discriminator Loss: 1.2705... Generator Loss: 0.7880 Epoch 22/25...progress:84.13%....step:3180/3780... Discriminator Loss: 2.3170... Generator Loss: 0.2010 Epoch 22/25...progress:84.39%....step:3190/3780... Discriminator Loss: 1.4408... Generator Loss: 0.5514 Epoch 22/25...progress:84.66%....step:3200/3780... Discriminator Loss: 1.1104... Generator Loss: 0.9606
Epoch 22/25...progress:84.92%....step:3210/3780... Discriminator Loss: 1.5303... Generator Loss: 0.4487 Epoch 22/25...progress:85.19%....step:3220/3780... Discriminator Loss: 2.2688... Generator Loss: 0.2093 Epoch 22/25...progress:85.45%....step:3230/3780... Discriminator Loss: 2.8278... Generator Loss: 0.1254 Epoch 22/25...progress:85.71%....step:3240/3780... Discriminator Loss: 1.5210... Generator Loss: 0.5027 Epoch 22/25...progress:85.98%....step:3250/3780... Discriminator Loss: 1.8198... Generator Loss: 0.3604 Epoch 22/25...progress:86.24%....step:3260/3780... Discriminator Loss: 1.7898... Generator Loss: 0.3487 Epoch 22/25...progress:86.51%....step:3270/3780... Discriminator Loss: 1.4603... Generator Loss: 0.5141 Epoch 22/25...progress:86.77%....step:3280/3780... Discriminator Loss: 1.5857... Generator Loss: 0.4249 Epoch 22/25...progress:87.04%....step:3290/3780... Discriminator Loss: 1.1721... Generator Loss: 0.7821 Epoch 22/25...progress:87.30%....step:3300/3780... Discriminator Loss: 1.4805... Generator Loss: 0.5156 Epoch 22/25...progress:87.57%....step:3310/3780... Discriminator Loss: 1.5233... Generator Loss: 0.6094 Epoch 22/25...progress:87.83%....step:3320/3780... Discriminator Loss: 1.9576... Generator Loss: 0.2946 Epoch 22/25...progress:88.10%....step:3330/3780... Discriminator Loss: 1.2264... Generator Loss: 0.7801 Epoch 22/25...progress:88.36%....step:3340/3780... Discriminator Loss: 0.8256... Generator Loss: 1.2709 Epoch 22/25...progress:88.62%....step:3350/3780... Discriminator Loss: 1.5863... Generator Loss: 0.4620 Epoch 22/25...progress:88.89%....step:3360/3780... Discriminator Loss: 1.8811... Generator Loss: 0.2935 Epoch 22/25...progress:89.15%....step:3370/3780... Discriminator Loss: 1.2482... Generator Loss: 0.6747 Epoch 22/25...progress:89.42%....step:3380/3780... Discriminator Loss: 1.5760... Generator Loss: 0.4721 Epoch 22/25...progress:89.68%....step:3390/3780... Discriminator Loss: 1.0856... Generator Loss: 0.8482 Epoch 22/25...progress:89.95%....step:3400/3780... Discriminator Loss: 1.7882... Generator Loss: 0.3264
Epoch 22/25...progress:90.21%....step:3410/3780... Discriminator Loss: 1.4133... Generator Loss: 0.5382 Epoch 22/25...progress:90.48%....step:3420/3780... Discriminator Loss: 1.9097... Generator Loss: 0.3122 Epoch 22/25...progress:90.74%....step:3430/3780... Discriminator Loss: 1.9001... Generator Loss: 0.3256 Epoch 22/25...progress:91.01%....step:3440/3780... Discriminator Loss: 1.2125... Generator Loss: 0.7315 Epoch 22/25...progress:91.27%....step:3450/3780... Discriminator Loss: 2.2288... Generator Loss: 0.2660 Epoch 22/25...progress:91.53%....step:3460/3780... Discriminator Loss: 2.0423... Generator Loss: 0.2534 Epoch 22/25...progress:91.80%....step:3470/3780... Discriminator Loss: 1.2515... Generator Loss: 0.8698 Epoch 22/25...progress:92.06%....step:3480/3780... Discriminator Loss: 1.1518... Generator Loss: 0.8698 Epoch 22/25...progress:92.33%....step:3490/3780... Discriminator Loss: 1.7374... Generator Loss: 0.3766 Epoch 22/25...progress:92.59%....step:3500/3780... Discriminator Loss: 1.3186... Generator Loss: 1.2002 Epoch 22/25...progress:92.86%....step:3510/3780... Discriminator Loss: 1.3785... Generator Loss: 1.0369 Epoch 22/25...progress:93.12%....step:3520/3780... Discriminator Loss: 1.1858... Generator Loss: 0.6895 Epoch 22/25...progress:93.39%....step:3530/3780... Discriminator Loss: 1.5568... Generator Loss: 0.4890 Epoch 22/25...progress:93.65%....step:3540/3780... Discriminator Loss: 0.8472... Generator Loss: 1.2891 Epoch 22/25...progress:93.92%....step:3550/3780... Discriminator Loss: 1.3804... Generator Loss: 0.6370 Epoch 22/25...progress:94.18%....step:3560/3780... Discriminator Loss: 1.5610... Generator Loss: 0.4524 Epoch 22/25...progress:94.44%....step:3570/3780... Discriminator Loss: 1.5004... Generator Loss: 0.5588 Epoch 22/25...progress:94.71%....step:3580/3780... Discriminator Loss: 1.4596... Generator Loss: 0.4907 Epoch 22/25...progress:94.97%....step:3590/3780... Discriminator Loss: 1.9375... Generator Loss: 0.2749 Epoch 22/25...progress:95.24%....step:3600/3780... Discriminator Loss: 2.0200... Generator Loss: 0.2642
Epoch 22/25...progress:95.50%....step:3610/3780... Discriminator Loss: 2.0929... Generator Loss: 0.2774 Epoch 22/25...progress:95.77%....step:3620/3780... Discriminator Loss: 1.9817... Generator Loss: 0.2944 Epoch 22/25...progress:96.03%....step:3630/3780... Discriminator Loss: 1.9777... Generator Loss: 0.2679 Epoch 22/25...progress:96.30%....step:3640/3780... Discriminator Loss: 1.8405... Generator Loss: 0.3074 Epoch 22/25...progress:96.56%....step:3650/3780... Discriminator Loss: 1.1445... Generator Loss: 0.7452 Epoch 22/25...progress:96.83%....step:3660/3780... Discriminator Loss: 2.2728... Generator Loss: 0.1863 Epoch 22/25...progress:97.09%....step:3670/3780... Discriminator Loss: 2.4333... Generator Loss: 0.1770 Epoch 22/25...progress:97.35%....step:3680/3780... Discriminator Loss: 2.3982... Generator Loss: 0.1639 Epoch 22/25...progress:97.62%....step:3690/3780... Discriminator Loss: 2.0308... Generator Loss: 0.2690 Epoch 22/25...progress:97.88%....step:3700/3780... Discriminator Loss: 1.7222... Generator Loss: 0.3910 Epoch 22/25...progress:98.15%....step:3710/3780... Discriminator Loss: 1.9758... Generator Loss: 0.2593 Epoch 22/25...progress:98.41%....step:3720/3780... Discriminator Loss: 2.1999... Generator Loss: 0.2225 Epoch 22/25...progress:98.68%....step:3730/3780... Discriminator Loss: 0.9073... Generator Loss: 1.1350 Epoch 22/25...progress:98.94%....step:3740/3780... Discriminator Loss: 1.3777... Generator Loss: 0.6367 Epoch 22/25...progress:99.21%....step:3750/3780... Discriminator Loss: 1.2100... Generator Loss: 0.7750 Epoch 22/25...progress:99.47%....step:3760/3780... Discriminator Loss: 2.4837... Generator Loss: 0.1865 Epoch 22/25...progress:99.74%....step:3770/3780... Discriminator Loss: 1.5060... Generator Loss: 0.5394 STARTING epoch: 22 , steps: 3780 ........ Epoch 23/25...progress:0.00%....step:0/3780... Discriminator Loss: 2.0890... Generator Loss: 0.2275
Epoch 23/25...progress:0.26%....step:10/3780... Discriminator Loss: 1.9894... Generator Loss: 0.2927 Epoch 23/25...progress:0.53%....step:20/3780... Discriminator Loss: 1.2133... Generator Loss: 0.7712 Epoch 23/25...progress:0.79%....step:30/3780... Discriminator Loss: 1.3660... Generator Loss: 0.6337 Epoch 23/25...progress:1.06%....step:40/3780... Discriminator Loss: 1.9553... Generator Loss: 0.3044 Epoch 23/25...progress:1.32%....step:50/3780... Discriminator Loss: 1.1874... Generator Loss: 0.7635 Epoch 23/25...progress:1.59%....step:60/3780... Discriminator Loss: 2.1420... Generator Loss: 0.2443 Epoch 23/25...progress:1.85%....step:70/3780... Discriminator Loss: 1.3429... Generator Loss: 0.5763 Epoch 23/25...progress:2.12%....step:80/3780... Discriminator Loss: 1.3324... Generator Loss: 0.5874 Epoch 23/25...progress:2.38%....step:90/3780... Discriminator Loss: 1.1065... Generator Loss: 0.9277 Epoch 23/25...progress:2.65%....step:100/3780... Discriminator Loss: 1.9919... Generator Loss: 0.2632 Epoch 23/25...progress:2.91%....step:110/3780... Discriminator Loss: 1.6121... Generator Loss: 0.4797 Epoch 23/25...progress:3.17%....step:120/3780... Discriminator Loss: 2.4529... Generator Loss: 0.1765 Epoch 23/25...progress:3.44%....step:130/3780... Discriminator Loss: 2.0867... Generator Loss: 0.2815 Epoch 23/25...progress:3.70%....step:140/3780... Discriminator Loss: 1.1250... Generator Loss: 0.8720 Epoch 23/25...progress:3.97%....step:150/3780... Discriminator Loss: 1.4659... Generator Loss: 0.5375 Epoch 23/25...progress:4.23%....step:160/3780... Discriminator Loss: 2.0323... Generator Loss: 0.2699 Epoch 23/25...progress:4.50%....step:170/3780... Discriminator Loss: 2.1386... Generator Loss: 0.2389 Epoch 23/25...progress:4.76%....step:180/3780... Discriminator Loss: 1.9180... Generator Loss: 0.2966 Epoch 23/25...progress:5.03%....step:190/3780... Discriminator Loss: 0.7839... Generator Loss: 1.3370 Epoch 23/25...progress:5.29%....step:200/3780... Discriminator Loss: 2.5347... Generator Loss: 0.1499
Epoch 23/25...progress:5.56%....step:210/3780... Discriminator Loss: 2.0395... Generator Loss: 0.3037 Epoch 23/25...progress:5.82%....step:220/3780... Discriminator Loss: 1.1020... Generator Loss: 0.8480 Epoch 23/25...progress:6.08%....step:230/3780... Discriminator Loss: 1.5334... Generator Loss: 0.5877 Epoch 23/25...progress:6.35%....step:240/3780... Discriminator Loss: 1.3283... Generator Loss: 0.6141 Epoch 23/25...progress:6.61%....step:250/3780... Discriminator Loss: 1.2625... Generator Loss: 0.7541 Epoch 23/25...progress:6.88%....step:260/3780... Discriminator Loss: 1.2295... Generator Loss: 0.8499 Epoch 23/25...progress:7.14%....step:270/3780... Discriminator Loss: 1.4709... Generator Loss: 0.5432 Epoch 23/25...progress:7.41%....step:280/3780... Discriminator Loss: 1.7983... Generator Loss: 0.4547 Epoch 23/25...progress:7.67%....step:290/3780... Discriminator Loss: 2.1514... Generator Loss: 0.2325 Epoch 23/25...progress:7.94%....step:300/3780... Discriminator Loss: 2.0950... Generator Loss: 0.2506 Epoch 23/25...progress:8.20%....step:310/3780... Discriminator Loss: 1.8472... Generator Loss: 0.3089 Epoch 23/25...progress:8.47%....step:320/3780... Discriminator Loss: 1.9108... Generator Loss: 0.2831 Epoch 23/25...progress:8.73%....step:330/3780... Discriminator Loss: 1.8335... Generator Loss: 0.3233 Epoch 23/25...progress:8.99%....step:340/3780... Discriminator Loss: 2.0210... Generator Loss: 0.3311 Epoch 23/25...progress:9.26%....step:350/3780... Discriminator Loss: 1.4078... Generator Loss: 0.5480 Epoch 23/25...progress:9.52%....step:360/3780... Discriminator Loss: 1.8657... Generator Loss: 0.3565 Epoch 23/25...progress:9.79%....step:370/3780... Discriminator Loss: 1.9816... Generator Loss: 0.2691 Epoch 23/25...progress:10.05%....step:380/3780... Discriminator Loss: 1.1434... Generator Loss: 0.7822 Epoch 23/25...progress:10.32%....step:390/3780... Discriminator Loss: 1.6951... Generator Loss: 0.3698 Epoch 23/25...progress:10.58%....step:400/3780... Discriminator Loss: 1.0340... Generator Loss: 0.9792
Epoch 23/25...progress:10.85%....step:410/3780... Discriminator Loss: 1.9014... Generator Loss: 0.3196 Epoch 23/25...progress:11.11%....step:420/3780... Discriminator Loss: 1.2165... Generator Loss: 0.7856 Epoch 23/25...progress:11.38%....step:430/3780... Discriminator Loss: 1.4927... Generator Loss: 1.2161 Epoch 23/25...progress:11.64%....step:440/3780... Discriminator Loss: 1.2963... Generator Loss: 0.7144 Epoch 23/25...progress:11.90%....step:450/3780... Discriminator Loss: 1.4219... Generator Loss: 0.5168 Epoch 23/25...progress:12.17%....step:460/3780... Discriminator Loss: 1.2129... Generator Loss: 1.2175 Epoch 23/25...progress:12.43%....step:470/3780... Discriminator Loss: 1.8212... Generator Loss: 0.4336 Epoch 23/25...progress:12.70%....step:480/3780... Discriminator Loss: 1.1098... Generator Loss: 0.7561 Epoch 23/25...progress:12.96%....step:490/3780... Discriminator Loss: 1.5956... Generator Loss: 0.4787 Epoch 23/25...progress:13.23%....step:500/3780... Discriminator Loss: 2.0395... Generator Loss: 0.2657 Epoch 23/25...progress:13.49%....step:510/3780... Discriminator Loss: 2.0648... Generator Loss: 0.2569 Epoch 23/25...progress:13.76%....step:520/3780... Discriminator Loss: 1.9771... Generator Loss: 0.3072 Epoch 23/25...progress:14.02%....step:530/3780... Discriminator Loss: 1.4567... Generator Loss: 0.5227 Epoch 23/25...progress:14.29%....step:540/3780... Discriminator Loss: 1.8984... Generator Loss: 0.3126 Epoch 23/25...progress:14.55%....step:550/3780... Discriminator Loss: 1.5062... Generator Loss: 0.4862 Epoch 23/25...progress:14.81%....step:560/3780... Discriminator Loss: 1.9902... Generator Loss: 0.2708 Epoch 23/25...progress:15.08%....step:570/3780... Discriminator Loss: 1.1469... Generator Loss: 0.7879 Epoch 23/25...progress:15.34%....step:580/3780... Discriminator Loss: 1.3185... Generator Loss: 0.6283 Epoch 23/25...progress:15.61%....step:590/3780... Discriminator Loss: 2.4526... Generator Loss: 0.2061 Epoch 23/25...progress:15.87%....step:600/3780... Discriminator Loss: 1.9173... Generator Loss: 0.3362
Epoch 23/25...progress:16.14%....step:610/3780... Discriminator Loss: 1.3974... Generator Loss: 0.6518 Epoch 23/25...progress:16.40%....step:620/3780... Discriminator Loss: 1.8959... Generator Loss: 0.3111 Epoch 23/25...progress:16.67%....step:630/3780... Discriminator Loss: 1.3645... Generator Loss: 0.5553 Epoch 23/25...progress:16.93%....step:640/3780... Discriminator Loss: 1.9329... Generator Loss: 0.3012 Epoch 23/25...progress:17.20%....step:650/3780... Discriminator Loss: 2.3976... Generator Loss: 0.1832 Epoch 23/25...progress:17.46%....step:660/3780... Discriminator Loss: 1.3757... Generator Loss: 0.6288 Epoch 23/25...progress:17.72%....step:670/3780... Discriminator Loss: 1.8928... Generator Loss: 0.3147 Epoch 23/25...progress:17.99%....step:680/3780... Discriminator Loss: 2.6931... Generator Loss: 0.1261 Epoch 23/25...progress:18.25%....step:690/3780... Discriminator Loss: 1.9149... Generator Loss: 0.3112 Epoch 23/25...progress:18.52%....step:700/3780... Discriminator Loss: 1.3623... Generator Loss: 0.6434 Epoch 23/25...progress:18.78%....step:710/3780... Discriminator Loss: 2.1983... Generator Loss: 0.2050 Epoch 23/25...progress:19.05%....step:720/3780... Discriminator Loss: 1.5400... Generator Loss: 1.6556 Epoch 23/25...progress:19.31%....step:730/3780... Discriminator Loss: 1.7040... Generator Loss: 0.3898 Epoch 23/25...progress:19.58%....step:740/3780... Discriminator Loss: 1.4596... Generator Loss: 0.5329 Epoch 23/25...progress:19.84%....step:750/3780... Discriminator Loss: 2.0767... Generator Loss: 0.2938 Epoch 23/25...progress:20.11%....step:760/3780... Discriminator Loss: 2.1489... Generator Loss: 0.2448 Epoch 23/25...progress:20.37%....step:770/3780... Discriminator Loss: 1.3431... Generator Loss: 0.5677 Epoch 23/25...progress:20.63%....step:780/3780... Discriminator Loss: 1.3980... Generator Loss: 0.7924 Epoch 23/25...progress:20.90%....step:790/3780... Discriminator Loss: 2.1194... Generator Loss: 0.2535 Epoch 23/25...progress:21.16%....step:800/3780... Discriminator Loss: 1.3033... Generator Loss: 0.6464
Epoch 23/25...progress:21.43%....step:810/3780... Discriminator Loss: 1.3592... Generator Loss: 1.1658 Epoch 23/25...progress:21.69%....step:820/3780... Discriminator Loss: 1.7407... Generator Loss: 0.3919 Epoch 23/25...progress:21.96%....step:830/3780... Discriminator Loss: 0.9742... Generator Loss: 0.9876 Epoch 23/25...progress:22.22%....step:840/3780... Discriminator Loss: 1.7209... Generator Loss: 0.3652 Epoch 23/25...progress:22.49%....step:850/3780... Discriminator Loss: 1.3376... Generator Loss: 0.6111 Epoch 23/25...progress:22.75%....step:860/3780... Discriminator Loss: 1.8234... Generator Loss: 0.3572 Epoch 23/25...progress:23.02%....step:870/3780... Discriminator Loss: 1.0273... Generator Loss: 0.9988 Epoch 23/25...progress:23.28%....step:880/3780... Discriminator Loss: 1.1946... Generator Loss: 1.0902 Epoch 23/25...progress:23.54%....step:890/3780... Discriminator Loss: 2.1816... Generator Loss: 0.2238 Epoch 23/25...progress:23.81%....step:900/3780... Discriminator Loss: 1.3139... Generator Loss: 0.6942 Epoch 23/25...progress:24.07%....step:910/3780... Discriminator Loss: 1.9828... Generator Loss: 0.2788 Epoch 23/25...progress:24.34%....step:920/3780... Discriminator Loss: 0.9902... Generator Loss: 0.8692 Epoch 23/25...progress:24.60%....step:930/3780... Discriminator Loss: 2.0589... Generator Loss: 0.2463 Epoch 23/25...progress:24.87%....step:940/3780... Discriminator Loss: 1.4029... Generator Loss: 0.5258 Epoch 23/25...progress:25.13%....step:950/3780... Discriminator Loss: 2.4039... Generator Loss: 0.2198 Epoch 23/25...progress:25.40%....step:960/3780... Discriminator Loss: 1.2238... Generator Loss: 0.6865 Epoch 23/25...progress:25.66%....step:970/3780... Discriminator Loss: 1.6571... Generator Loss: 0.7070 Epoch 23/25...progress:25.93%....step:980/3780... Discriminator Loss: 1.1467... Generator Loss: 0.9415 Epoch 23/25...progress:26.19%....step:990/3780... Discriminator Loss: 1.6132... Generator Loss: 0.4471 Epoch 23/25...progress:26.46%....step:1000/3780... Discriminator Loss: 1.6595... Generator Loss: 0.5623
Epoch 23/25...progress:26.72%....step:1010/3780... Discriminator Loss: 1.6190... Generator Loss: 0.4605 Epoch 23/25...progress:26.98%....step:1020/3780... Discriminator Loss: 1.7591... Generator Loss: 0.3591 Epoch 23/25...progress:27.25%....step:1030/3780... Discriminator Loss: 2.0508... Generator Loss: 0.2712 Epoch 23/25...progress:27.51%....step:1040/3780... Discriminator Loss: 1.7746... Generator Loss: 0.3357 Epoch 23/25...progress:27.78%....step:1050/3780... Discriminator Loss: 1.2973... Generator Loss: 0.5973 Epoch 23/25...progress:28.04%....step:1060/3780... Discriminator Loss: 1.0737... Generator Loss: 0.9585 Epoch 23/25...progress:28.31%....step:1070/3780... Discriminator Loss: 0.9180... Generator Loss: 1.3317 Epoch 23/25...progress:28.57%....step:1080/3780... Discriminator Loss: 0.8656... Generator Loss: 1.0752 Epoch 23/25...progress:28.84%....step:1090/3780... Discriminator Loss: 1.4942... Generator Loss: 0.4952 Epoch 23/25...progress:29.10%....step:1100/3780... Discriminator Loss: 1.3092... Generator Loss: 0.7678 Epoch 23/25...progress:29.37%....step:1110/3780... Discriminator Loss: 2.1507... Generator Loss: 0.2322 Epoch 23/25...progress:29.63%....step:1120/3780... Discriminator Loss: 2.4079... Generator Loss: 0.2299 Epoch 23/25...progress:29.89%....step:1130/3780... Discriminator Loss: 2.1647... Generator Loss: 0.2552 Epoch 23/25...progress:30.16%....step:1140/3780... Discriminator Loss: 0.9297... Generator Loss: 0.9850 Epoch 23/25...progress:30.42%....step:1150/3780... Discriminator Loss: 1.2024... Generator Loss: 2.4256 Epoch 23/25...progress:30.69%....step:1160/3780... Discriminator Loss: 1.7014... Generator Loss: 0.3638 Epoch 23/25...progress:30.95%....step:1170/3780... Discriminator Loss: 1.5318... Generator Loss: 0.5044 Epoch 23/25...progress:31.22%....step:1180/3780... Discriminator Loss: 1.2560... Generator Loss: 0.8867 Epoch 23/25...progress:31.48%....step:1190/3780... Discriminator Loss: 1.7591... Generator Loss: 0.3485 Epoch 23/25...progress:31.75%....step:1200/3780... Discriminator Loss: 1.7677... Generator Loss: 0.3672
Epoch 23/25...progress:32.01%....step:1210/3780... Discriminator Loss: 1.8796... Generator Loss: 0.3021 Epoch 23/25...progress:32.28%....step:1220/3780... Discriminator Loss: 1.2710... Generator Loss: 0.6222 Epoch 23/25...progress:32.54%....step:1230/3780... Discriminator Loss: 1.5609... Generator Loss: 0.5666 Epoch 23/25...progress:32.80%....step:1240/3780... Discriminator Loss: 1.4555... Generator Loss: 0.5534 Epoch 23/25...progress:33.07%....step:1250/3780... Discriminator Loss: 1.4820... Generator Loss: 0.5125 Epoch 23/25...progress:33.33%....step:1260/3780... Discriminator Loss: 1.7406... Generator Loss: 0.3564 Epoch 23/25...progress:33.60%....step:1270/3780... Discriminator Loss: 2.1791... Generator Loss: 0.2675 Epoch 23/25...progress:33.86%....step:1280/3780... Discriminator Loss: 1.1802... Generator Loss: 0.7277 Epoch 23/25...progress:34.13%....step:1290/3780... Discriminator Loss: 1.4419... Generator Loss: 0.6890 Epoch 23/25...progress:34.39%....step:1300/3780... Discriminator Loss: 1.9137... Generator Loss: 0.3271 Epoch 23/25...progress:34.66%....step:1310/3780... Discriminator Loss: 2.9511... Generator Loss: 0.1116 Epoch 23/25...progress:34.92%....step:1320/3780... Discriminator Loss: 1.9242... Generator Loss: 0.3777 Epoch 23/25...progress:35.19%....step:1330/3780... Discriminator Loss: 1.6575... Generator Loss: 0.4526 Epoch 23/25...progress:35.45%....step:1340/3780... Discriminator Loss: 1.5360... Generator Loss: 0.5114 Epoch 23/25...progress:35.71%....step:1350/3780... Discriminator Loss: 1.3904... Generator Loss: 0.6050 Epoch 23/25...progress:35.98%....step:1360/3780... Discriminator Loss: 1.4296... Generator Loss: 0.4903 Epoch 23/25...progress:36.24%....step:1370/3780... Discriminator Loss: 1.5371... Generator Loss: 0.4941 Epoch 23/25...progress:36.51%....step:1380/3780... Discriminator Loss: 1.6601... Generator Loss: 0.4468 Epoch 23/25...progress:36.77%....step:1390/3780... Discriminator Loss: 1.6811... Generator Loss: 0.4402 Epoch 23/25...progress:37.04%....step:1400/3780... Discriminator Loss: 1.3431... Generator Loss: 0.6757
Epoch 23/25...progress:37.30%....step:1410/3780... Discriminator Loss: 1.9736... Generator Loss: 0.2804 Epoch 23/25...progress:37.57%....step:1420/3780... Discriminator Loss: 1.2677... Generator Loss: 0.6265 Epoch 23/25...progress:37.83%....step:1430/3780... Discriminator Loss: 2.3358... Generator Loss: 0.1937 Epoch 23/25...progress:38.10%....step:1440/3780... Discriminator Loss: 2.2080... Generator Loss: 0.2126 Epoch 23/25...progress:38.36%....step:1450/3780... Discriminator Loss: 1.3135... Generator Loss: 0.6773 Epoch 23/25...progress:38.62%....step:1460/3780... Discriminator Loss: 2.4548... Generator Loss: 0.1807 Epoch 23/25...progress:38.89%....step:1470/3780... Discriminator Loss: 1.1275... Generator Loss: 0.8092 Epoch 23/25...progress:39.15%....step:1480/3780... Discriminator Loss: 1.4890... Generator Loss: 0.4546 Epoch 23/25...progress:39.42%....step:1490/3780... Discriminator Loss: 1.6325... Generator Loss: 0.3783 Epoch 23/25...progress:39.68%....step:1500/3780... Discriminator Loss: 2.4824... Generator Loss: 0.1624 Epoch 23/25...progress:39.95%....step:1510/3780... Discriminator Loss: 1.0583... Generator Loss: 1.0001 Epoch 23/25...progress:40.21%....step:1520/3780... Discriminator Loss: 1.4540... Generator Loss: 0.5438 Epoch 23/25...progress:40.48%....step:1530/3780... Discriminator Loss: 1.4060... Generator Loss: 0.5630 Epoch 23/25...progress:40.74%....step:1540/3780... Discriminator Loss: 1.5785... Generator Loss: 0.4732 Epoch 23/25...progress:41.01%....step:1550/3780... Discriminator Loss: 1.3448... Generator Loss: 0.5644 Epoch 23/25...progress:41.27%....step:1560/3780... Discriminator Loss: 1.5315... Generator Loss: 0.4634 Epoch 23/25...progress:41.53%....step:1570/3780... Discriminator Loss: 2.5419... Generator Loss: 0.1560 Epoch 23/25...progress:41.80%....step:1580/3780... Discriminator Loss: 1.1831... Generator Loss: 0.7436 Epoch 23/25...progress:42.06%....step:1590/3780... Discriminator Loss: 1.2208... Generator Loss: 0.7092 Epoch 23/25...progress:42.33%....step:1600/3780... Discriminator Loss: 1.2268... Generator Loss: 1.1732
Epoch 23/25...progress:42.59%....step:1610/3780... Discriminator Loss: 1.3882... Generator Loss: 0.7095 Epoch 23/25...progress:42.86%....step:1620/3780... Discriminator Loss: 1.5217... Generator Loss: 0.5503 Epoch 23/25...progress:43.12%....step:1630/3780... Discriminator Loss: 1.2315... Generator Loss: 0.7614 Epoch 23/25...progress:43.39%....step:1640/3780... Discriminator Loss: 1.3629... Generator Loss: 0.5910 Epoch 23/25...progress:43.65%....step:1650/3780... Discriminator Loss: 1.4177... Generator Loss: 0.6432 Epoch 23/25...progress:43.92%....step:1660/3780... Discriminator Loss: 1.9153... Generator Loss: 0.3014 Epoch 23/25...progress:44.18%....step:1670/3780... Discriminator Loss: 0.9604... Generator Loss: 1.1266 Epoch 23/25...progress:44.44%....step:1680/3780... Discriminator Loss: 1.5219... Generator Loss: 0.4598 Epoch 23/25...progress:44.71%....step:1690/3780... Discriminator Loss: 2.0929... Generator Loss: 0.2693 Epoch 23/25...progress:44.97%....step:1700/3780... Discriminator Loss: 1.4580... Generator Loss: 0.5183 Epoch 23/25...progress:45.24%....step:1710/3780... Discriminator Loss: 2.9712... Generator Loss: 0.0929 Epoch 23/25...progress:45.50%....step:1720/3780... Discriminator Loss: 1.0698... Generator Loss: 0.8727 Epoch 23/25...progress:45.77%....step:1730/3780... Discriminator Loss: 1.6288... Generator Loss: 0.4146 Epoch 23/25...progress:46.03%....step:1740/3780... Discriminator Loss: 1.3611... Generator Loss: 0.6075 Epoch 23/25...progress:46.30%....step:1750/3780... Discriminator Loss: 1.5800... Generator Loss: 0.4780 Epoch 23/25...progress:46.56%....step:1760/3780... Discriminator Loss: 1.7662... Generator Loss: 0.3688 Epoch 23/25...progress:46.83%....step:1770/3780... Discriminator Loss: 1.9969... Generator Loss: 0.2952 Epoch 23/25...progress:47.09%....step:1780/3780... Discriminator Loss: 0.9858... Generator Loss: 1.3366 Epoch 23/25...progress:47.35%....step:1790/3780... Discriminator Loss: 1.3618... Generator Loss: 0.6965 Epoch 23/25...progress:47.62%....step:1800/3780... Discriminator Loss: 2.1329... Generator Loss: 0.2163
Epoch 23/25...progress:47.88%....step:1810/3780... Discriminator Loss: 1.8111... Generator Loss: 0.3511 Epoch 23/25...progress:48.15%....step:1820/3780... Discriminator Loss: 2.0554... Generator Loss: 0.2794 Epoch 23/25...progress:48.41%....step:1830/3780... Discriminator Loss: 1.4749... Generator Loss: 0.4984 Epoch 23/25...progress:48.68%....step:1840/3780... Discriminator Loss: 1.4556... Generator Loss: 0.4818 Epoch 23/25...progress:48.94%....step:1850/3780... Discriminator Loss: 0.8567... Generator Loss: 1.1261 Epoch 23/25...progress:49.21%....step:1860/3780... Discriminator Loss: 1.9763... Generator Loss: 0.3173 Epoch 23/25...progress:49.47%....step:1870/3780... Discriminator Loss: 1.9779... Generator Loss: 0.3212 Epoch 23/25...progress:49.74%....step:1880/3780... Discriminator Loss: 2.8862... Generator Loss: 0.1210 Epoch 23/25...progress:50.00%....step:1890/3780... Discriminator Loss: 1.4389... Generator Loss: 1.4815 Epoch 23/25...progress:50.26%....step:1900/3780... Discriminator Loss: 1.6774... Generator Loss: 0.4347 Epoch 23/25...progress:50.53%....step:1910/3780... Discriminator Loss: 1.5522... Generator Loss: 0.5112 Epoch 23/25...progress:50.79%....step:1920/3780... Discriminator Loss: 1.7169... Generator Loss: 0.3724 Epoch 23/25...progress:51.06%....step:1930/3780... Discriminator Loss: 1.2192... Generator Loss: 0.8726 Epoch 23/25...progress:51.32%....step:1940/3780... Discriminator Loss: 2.0307... Generator Loss: 0.3106 Epoch 23/25...progress:51.59%....step:1950/3780... Discriminator Loss: 2.8872... Generator Loss: 0.1186 Epoch 23/25...progress:51.85%....step:1960/3780... Discriminator Loss: 1.9878... Generator Loss: 0.3451 Epoch 23/25...progress:52.12%....step:1970/3780... Discriminator Loss: 1.3152... Generator Loss: 0.6114 Epoch 23/25...progress:52.38%....step:1980/3780... Discriminator Loss: 1.5886... Generator Loss: 0.4322 Epoch 23/25...progress:52.65%....step:1990/3780... Discriminator Loss: 1.7492... Generator Loss: 0.4360 Epoch 23/25...progress:52.91%....step:2000/3780... Discriminator Loss: 1.7821... Generator Loss: 0.3453
Epoch 23/25...progress:53.17%....step:2010/3780... Discriminator Loss: 0.9926... Generator Loss: 0.9961 Epoch 23/25...progress:53.44%....step:2020/3780... Discriminator Loss: 1.2014... Generator Loss: 0.8152 Epoch 23/25...progress:53.70%....step:2030/3780... Discriminator Loss: 2.0356... Generator Loss: 2.5162 Epoch 23/25...progress:53.97%....step:2040/3780... Discriminator Loss: 1.3576... Generator Loss: 0.6008 Epoch 23/25...progress:54.23%....step:2050/3780... Discriminator Loss: 2.3317... Generator Loss: 0.2005 Epoch 23/25...progress:54.50%....step:2060/3780... Discriminator Loss: 1.3857... Generator Loss: 0.6183 Epoch 23/25...progress:54.76%....step:2070/3780... Discriminator Loss: 1.4215... Generator Loss: 0.5845 Epoch 23/25...progress:55.03%....step:2080/3780... Discriminator Loss: 1.4093... Generator Loss: 0.5921 Epoch 23/25...progress:55.29%....step:2090/3780... Discriminator Loss: 1.1675... Generator Loss: 0.7651 Epoch 23/25...progress:55.56%....step:2100/3780... Discriminator Loss: 1.2959... Generator Loss: 0.5808 Epoch 23/25...progress:55.82%....step:2110/3780... Discriminator Loss: 1.8241... Generator Loss: 0.3545 Epoch 23/25...progress:56.08%....step:2120/3780... Discriminator Loss: 1.3608... Generator Loss: 0.6210 Epoch 23/25...progress:56.35%....step:2130/3780... Discriminator Loss: 1.4526... Generator Loss: 0.4674 Epoch 23/25...progress:56.61%....step:2140/3780... Discriminator Loss: 2.3695... Generator Loss: 0.2065 Epoch 23/25...progress:56.88%....step:2150/3780... Discriminator Loss: 1.8809... Generator Loss: 0.2983 Epoch 23/25...progress:57.14%....step:2160/3780... Discriminator Loss: 1.4528... Generator Loss: 0.5563 Epoch 23/25...progress:57.41%....step:2170/3780... Discriminator Loss: 0.8779... Generator Loss: 1.1423 Epoch 23/25...progress:57.67%....step:2180/3780... Discriminator Loss: 1.7487... Generator Loss: 0.3581 Epoch 23/25...progress:57.94%....step:2190/3780... Discriminator Loss: 2.0755... Generator Loss: 0.2328 Epoch 23/25...progress:58.20%....step:2200/3780... Discriminator Loss: 1.5650... Generator Loss: 0.5850
Epoch 23/25...progress:58.47%....step:2210/3780... Discriminator Loss: 2.4739... Generator Loss: 0.1760 Epoch 23/25...progress:58.73%....step:2220/3780... Discriminator Loss: 1.3745... Generator Loss: 0.5548 Epoch 23/25...progress:58.99%....step:2230/3780... Discriminator Loss: 1.2812... Generator Loss: 0.7560 Epoch 23/25...progress:59.26%....step:2240/3780... Discriminator Loss: 1.8560... Generator Loss: 0.3359 Epoch 23/25...progress:59.52%....step:2250/3780... Discriminator Loss: 2.1566... Generator Loss: 0.2489 Epoch 23/25...progress:59.79%....step:2260/3780... Discriminator Loss: 1.5336... Generator Loss: 0.6047 Epoch 23/25...progress:60.05%....step:2270/3780... Discriminator Loss: 1.7561... Generator Loss: 0.3474 Epoch 23/25...progress:60.32%....step:2280/3780... Discriminator Loss: 1.1942... Generator Loss: 0.7387 Epoch 23/25...progress:60.58%....step:2290/3780... Discriminator Loss: 1.4797... Generator Loss: 0.6150 Epoch 23/25...progress:60.85%....step:2300/3780... Discriminator Loss: 1.3719... Generator Loss: 0.5266 Epoch 23/25...progress:61.11%....step:2310/3780... Discriminator Loss: 2.2965... Generator Loss: 0.2020 Epoch 23/25...progress:61.38%....step:2320/3780... Discriminator Loss: 1.6264... Generator Loss: 0.4555 Epoch 23/25...progress:61.64%....step:2330/3780... Discriminator Loss: 1.3497... Generator Loss: 0.6666 Epoch 23/25...progress:61.90%....step:2340/3780... Discriminator Loss: 2.0965... Generator Loss: 0.2408 Epoch 23/25...progress:62.17%....step:2350/3780... Discriminator Loss: 1.1141... Generator Loss: 0.7617 Epoch 23/25...progress:62.43%....step:2360/3780... Discriminator Loss: 2.0718... Generator Loss: 1.5033 Epoch 23/25...progress:62.70%....step:2370/3780... Discriminator Loss: 1.1880... Generator Loss: 1.1463 Epoch 23/25...progress:62.96%....step:2380/3780... Discriminator Loss: 1.2631... Generator Loss: 0.6992 Epoch 23/25...progress:63.23%....step:2390/3780... Discriminator Loss: 1.2979... Generator Loss: 0.7274 Epoch 23/25...progress:63.49%....step:2400/3780... Discriminator Loss: 1.3342... Generator Loss: 0.6523
Epoch 23/25...progress:63.76%....step:2410/3780... Discriminator Loss: 0.9376... Generator Loss: 1.0101 Epoch 23/25...progress:64.02%....step:2420/3780... Discriminator Loss: 1.5591... Generator Loss: 0.5356 Epoch 23/25...progress:64.29%....step:2430/3780... Discriminator Loss: 1.4630... Generator Loss: 0.5348 Epoch 23/25...progress:64.55%....step:2440/3780... Discriminator Loss: 1.4097... Generator Loss: 0.6397 Epoch 23/25...progress:64.81%....step:2450/3780... Discriminator Loss: 1.0802... Generator Loss: 0.9117 Epoch 23/25...progress:65.08%....step:2460/3780... Discriminator Loss: 1.3362... Generator Loss: 0.6017 Epoch 23/25...progress:65.34%....step:2470/3780... Discriminator Loss: 2.4410... Generator Loss: 0.1641 Epoch 23/25...progress:65.61%....step:2480/3780... Discriminator Loss: 1.2196... Generator Loss: 0.6771 Epoch 23/25...progress:65.87%....step:2490/3780... Discriminator Loss: 0.9072... Generator Loss: 2.7636 Epoch 23/25...progress:66.14%....step:2500/3780... Discriminator Loss: 1.2867... Generator Loss: 0.8402 Epoch 23/25...progress:66.40%....step:2510/3780... Discriminator Loss: 1.6644... Generator Loss: 0.4259 Epoch 23/25...progress:66.67%....step:2520/3780... Discriminator Loss: 1.7558... Generator Loss: 0.4104 Epoch 23/25...progress:66.93%....step:2530/3780... Discriminator Loss: 2.1859... Generator Loss: 0.2253 Epoch 23/25...progress:67.20%....step:2540/3780... Discriminator Loss: 1.2065... Generator Loss: 0.8775 Epoch 23/25...progress:67.46%....step:2550/3780... Discriminator Loss: 2.3299... Generator Loss: 0.1898 Epoch 23/25...progress:67.72%....step:2560/3780... Discriminator Loss: 1.3157... Generator Loss: 0.7129 Epoch 23/25...progress:67.99%....step:2570/3780... Discriminator Loss: 2.1499... Generator Loss: 0.2708 Epoch 23/25...progress:68.25%....step:2580/3780... Discriminator Loss: 3.4503... Generator Loss: 0.0636 Epoch 23/25...progress:68.52%....step:2590/3780... Discriminator Loss: 1.7322... Generator Loss: 0.3792 Epoch 23/25...progress:68.78%....step:2600/3780... Discriminator Loss: 1.1964... Generator Loss: 0.9036
Epoch 23/25...progress:69.05%....step:2610/3780... Discriminator Loss: 1.9321... Generator Loss: 0.3224 Epoch 23/25...progress:69.31%....step:2620/3780... Discriminator Loss: 1.8344... Generator Loss: 0.3798 Epoch 23/25...progress:69.58%....step:2630/3780... Discriminator Loss: 2.4987... Generator Loss: 0.1505 Epoch 23/25...progress:69.84%....step:2640/3780... Discriminator Loss: 1.7576... Generator Loss: 0.5136 Epoch 23/25...progress:70.11%....step:2650/3780... Discriminator Loss: 2.2270... Generator Loss: 0.2268 Epoch 23/25...progress:70.37%....step:2660/3780... Discriminator Loss: 2.2033... Generator Loss: 0.2272 Epoch 23/25...progress:70.63%....step:2670/3780... Discriminator Loss: 1.3037... Generator Loss: 0.6410 Epoch 23/25...progress:70.90%....step:2680/3780... Discriminator Loss: 2.2136... Generator Loss: 0.2128 Epoch 23/25...progress:71.16%....step:2690/3780... Discriminator Loss: 1.0205... Generator Loss: 0.9691 Epoch 23/25...progress:71.43%....step:2700/3780... Discriminator Loss: 2.1539... Generator Loss: 0.2276 Epoch 23/25...progress:71.69%....step:2710/3780... Discriminator Loss: 1.3474... Generator Loss: 0.6453 Epoch 23/25...progress:71.96%....step:2720/3780... Discriminator Loss: 2.0474... Generator Loss: 0.2652 Epoch 23/25...progress:72.22%....step:2730/3780... Discriminator Loss: 1.1576... Generator Loss: 1.1060 Epoch 23/25...progress:72.49%....step:2740/3780... Discriminator Loss: 1.7801... Generator Loss: 0.3586 Epoch 23/25...progress:72.75%....step:2750/3780... Discriminator Loss: 1.8690... Generator Loss: 0.3847 Epoch 23/25...progress:73.02%....step:2760/3780... Discriminator Loss: 1.4227... Generator Loss: 0.6707 Epoch 23/25...progress:73.28%....step:2770/3780... Discriminator Loss: 1.7207... Generator Loss: 0.3518 Epoch 23/25...progress:73.54%....step:2780/3780... Discriminator Loss: 1.5188... Generator Loss: 0.4744 Epoch 23/25...progress:73.81%....step:2790/3780... Discriminator Loss: 1.8445... Generator Loss: 0.3230 Epoch 23/25...progress:74.07%....step:2800/3780... Discriminator Loss: 1.2982... Generator Loss: 0.6976
Epoch 23/25...progress:74.34%....step:2810/3780... Discriminator Loss: 1.6209... Generator Loss: 0.6334 Epoch 23/25...progress:74.60%....step:2820/3780... Discriminator Loss: 1.4623... Generator Loss: 0.5217 Epoch 23/25...progress:74.87%....step:2830/3780... Discriminator Loss: 0.8675... Generator Loss: 1.9277 Epoch 23/25...progress:75.13%....step:2840/3780... Discriminator Loss: 2.2804... Generator Loss: 0.2400 Epoch 23/25...progress:75.40%....step:2850/3780... Discriminator Loss: 1.9316... Generator Loss: 0.2624 Epoch 23/25...progress:75.66%....step:2860/3780... Discriminator Loss: 1.6461... Generator Loss: 0.3967 Epoch 23/25...progress:75.93%....step:2870/3780... Discriminator Loss: 1.6415... Generator Loss: 0.4534 Epoch 23/25...progress:76.19%....step:2880/3780... Discriminator Loss: 1.3783... Generator Loss: 0.6838 Epoch 23/25...progress:76.46%....step:2890/3780... Discriminator Loss: 2.2421... Generator Loss: 0.2282 Epoch 23/25...progress:76.72%....step:2900/3780... Discriminator Loss: 1.1091... Generator Loss: 1.0496 Epoch 23/25...progress:76.98%....step:2910/3780... Discriminator Loss: 1.5208... Generator Loss: 0.5041 Epoch 23/25...progress:77.25%....step:2920/3780... Discriminator Loss: 1.7102... Generator Loss: 0.4911 Epoch 23/25...progress:77.51%....step:2930/3780... Discriminator Loss: 1.7501... Generator Loss: 0.4210 Epoch 23/25...progress:77.78%....step:2940/3780... Discriminator Loss: 1.6346... Generator Loss: 0.4302 Epoch 23/25...progress:78.04%....step:2950/3780... Discriminator Loss: 1.7200... Generator Loss: 0.3397 Epoch 23/25...progress:78.31%....step:2960/3780... Discriminator Loss: 1.4658... Generator Loss: 0.5071 Epoch 23/25...progress:78.57%....step:2970/3780... Discriminator Loss: 1.8635... Generator Loss: 0.3206 Epoch 23/25...progress:78.84%....step:2980/3780... Discriminator Loss: 1.6129... Generator Loss: 0.4125 Epoch 23/25...progress:79.10%....step:2990/3780... Discriminator Loss: 1.8843... Generator Loss: 0.3025 Epoch 23/25...progress:79.37%....step:3000/3780... Discriminator Loss: 1.8128... Generator Loss: 0.3591
Epoch 23/25...progress:79.63%....step:3010/3780... Discriminator Loss: 1.4286... Generator Loss: 1.4534 Epoch 23/25...progress:79.89%....step:3020/3780... Discriminator Loss: 0.9661... Generator Loss: 0.9386 Epoch 23/25...progress:80.16%....step:3030/3780... Discriminator Loss: 1.3897... Generator Loss: 0.5640 Epoch 23/25...progress:80.42%....step:3040/3780... Discriminator Loss: 1.9222... Generator Loss: 0.3200 Epoch 23/25...progress:80.69%....step:3050/3780... Discriminator Loss: 1.1183... Generator Loss: 1.1000 Epoch 23/25...progress:80.95%....step:3060/3780... Discriminator Loss: 1.4086... Generator Loss: 0.5357 Epoch 23/25...progress:81.22%....step:3070/3780... Discriminator Loss: 1.2937... Generator Loss: 0.6869 Epoch 23/25...progress:81.48%....step:3080/3780... Discriminator Loss: 1.5593... Generator Loss: 0.4404 Epoch 23/25...progress:81.75%....step:3090/3780... Discriminator Loss: 1.3994... Generator Loss: 0.5317 Epoch 23/25...progress:82.01%....step:3100/3780... Discriminator Loss: 1.1910... Generator Loss: 0.7756 Epoch 23/25...progress:82.28%....step:3110/3780... Discriminator Loss: 1.1945... Generator Loss: 1.1206 Epoch 23/25...progress:82.54%....step:3120/3780... Discriminator Loss: 2.1188... Generator Loss: 0.2177 Epoch 23/25...progress:82.80%....step:3130/3780... Discriminator Loss: 1.2438... Generator Loss: 1.2623 Epoch 23/25...progress:83.07%....step:3140/3780... Discriminator Loss: 1.2070... Generator Loss: 0.9338 Epoch 23/25...progress:83.33%....step:3150/3780... Discriminator Loss: 1.1181... Generator Loss: 0.9418 Epoch 23/25...progress:83.60%....step:3160/3780... Discriminator Loss: 1.4823... Generator Loss: 0.4623 Epoch 23/25...progress:83.86%....step:3170/3780... Discriminator Loss: 1.7314... Generator Loss: 0.3430 Epoch 23/25...progress:84.13%....step:3180/3780... Discriminator Loss: 1.7711... Generator Loss: 0.3951 Epoch 23/25...progress:84.39%....step:3190/3780... Discriminator Loss: 0.9779... Generator Loss: 1.5969 Epoch 23/25...progress:84.66%....step:3200/3780... Discriminator Loss: 1.0416... Generator Loss: 1.8632
Epoch 23/25...progress:84.92%....step:3210/3780... Discriminator Loss: 2.6223... Generator Loss: 0.1473 Epoch 23/25...progress:85.19%....step:3220/3780... Discriminator Loss: 2.2337... Generator Loss: 0.2239 Epoch 23/25...progress:85.45%....step:3230/3780... Discriminator Loss: 2.4409... Generator Loss: 0.1701 Epoch 23/25...progress:85.71%....step:3240/3780... Discriminator Loss: 1.2103... Generator Loss: 0.8490 Epoch 23/25...progress:85.98%....step:3250/3780... Discriminator Loss: 1.4494... Generator Loss: 0.5647 Epoch 23/25...progress:86.24%....step:3260/3780... Discriminator Loss: 1.2149... Generator Loss: 1.1593 Epoch 23/25...progress:86.51%....step:3270/3780... Discriminator Loss: 1.7808... Generator Loss: 0.3288 Epoch 23/25...progress:86.77%....step:3280/3780... Discriminator Loss: 1.2745... Generator Loss: 0.6365 Epoch 23/25...progress:87.04%....step:3290/3780... Discriminator Loss: 0.8332... Generator Loss: 1.2474 Epoch 23/25...progress:87.30%....step:3300/3780... Discriminator Loss: 0.9638... Generator Loss: 1.0330 Epoch 23/25...progress:87.57%....step:3310/3780... Discriminator Loss: 1.9522... Generator Loss: 0.3202 Epoch 23/25...progress:87.83%....step:3320/3780... Discriminator Loss: 1.6854... Generator Loss: 0.3935 Epoch 23/25...progress:88.10%....step:3330/3780... Discriminator Loss: 1.4574... Generator Loss: 0.4949 Epoch 23/25...progress:88.36%....step:3340/3780... Discriminator Loss: 1.2525... Generator Loss: 0.7267 Epoch 23/25...progress:88.62%....step:3350/3780... Discriminator Loss: 1.6778... Generator Loss: 0.4084 Epoch 23/25...progress:88.89%....step:3360/3780... Discriminator Loss: 2.2842... Generator Loss: 0.2003 Epoch 23/25...progress:89.15%....step:3370/3780... Discriminator Loss: 1.2950... Generator Loss: 0.5985 Epoch 23/25...progress:89.42%....step:3380/3780... Discriminator Loss: 1.3297... Generator Loss: 0.6434 Epoch 23/25...progress:89.68%....step:3390/3780... Discriminator Loss: 1.3483... Generator Loss: 0.6175 Epoch 23/25...progress:89.95%....step:3400/3780... Discriminator Loss: 2.5109... Generator Loss: 0.1599
Epoch 23/25...progress:90.21%....step:3410/3780... Discriminator Loss: 1.7945... Generator Loss: 0.3422 Epoch 23/25...progress:90.48%....step:3420/3780... Discriminator Loss: 2.0762... Generator Loss: 0.2658 Epoch 23/25...progress:90.74%....step:3430/3780... Discriminator Loss: 2.2809... Generator Loss: 0.2517 Epoch 23/25...progress:91.01%....step:3440/3780... Discriminator Loss: 1.8785... Generator Loss: 0.3620 Epoch 23/25...progress:91.27%....step:3450/3780... Discriminator Loss: 2.1465... Generator Loss: 0.2691 Epoch 23/25...progress:91.53%....step:3460/3780... Discriminator Loss: 1.7930... Generator Loss: 0.3178 Epoch 23/25...progress:91.80%....step:3470/3780... Discriminator Loss: 1.2072... Generator Loss: 1.4388 Epoch 23/25...progress:92.06%....step:3480/3780... Discriminator Loss: 1.2774... Generator Loss: 0.7049 Epoch 23/25...progress:92.33%....step:3490/3780... Discriminator Loss: 1.9936... Generator Loss: 0.2632 Epoch 23/25...progress:92.59%....step:3500/3780... Discriminator Loss: 1.3149... Generator Loss: 0.5666 Epoch 23/25...progress:92.86%....step:3510/3780... Discriminator Loss: 1.3499... Generator Loss: 0.6725 Epoch 23/25...progress:93.12%....step:3520/3780... Discriminator Loss: 1.8420... Generator Loss: 0.3231 Epoch 23/25...progress:93.39%....step:3530/3780... Discriminator Loss: 1.3769... Generator Loss: 0.6853 Epoch 23/25...progress:93.65%....step:3540/3780... Discriminator Loss: 1.0427... Generator Loss: 0.9146 Epoch 23/25...progress:93.92%....step:3550/3780... Discriminator Loss: 1.2636... Generator Loss: 0.7777 Epoch 23/25...progress:94.18%....step:3560/3780... Discriminator Loss: 1.2367... Generator Loss: 0.7832 Epoch 23/25...progress:94.44%....step:3570/3780... Discriminator Loss: 1.5323... Generator Loss: 0.4448 Epoch 23/25...progress:94.71%....step:3580/3780... Discriminator Loss: 1.4918... Generator Loss: 0.4812 Epoch 23/25...progress:94.97%....step:3590/3780... Discriminator Loss: 2.0199... Generator Loss: 0.2999 Epoch 23/25...progress:95.24%....step:3600/3780... Discriminator Loss: 2.2915... Generator Loss: 0.2141
Epoch 23/25...progress:95.50%....step:3610/3780... Discriminator Loss: 1.5974... Generator Loss: 0.4298 Epoch 23/25...progress:95.77%....step:3620/3780... Discriminator Loss: 1.2147... Generator Loss: 0.6996 Epoch 23/25...progress:96.03%....step:3630/3780... Discriminator Loss: 2.0042... Generator Loss: 0.2649 Epoch 23/25...progress:96.30%....step:3640/3780... Discriminator Loss: 1.8880... Generator Loss: 0.3383 Epoch 23/25...progress:96.56%....step:3650/3780... Discriminator Loss: 1.4712... Generator Loss: 0.5318 Epoch 23/25...progress:96.83%....step:3660/3780... Discriminator Loss: 2.0321... Generator Loss: 0.2652 Epoch 23/25...progress:97.09%....step:3670/3780... Discriminator Loss: 2.2482... Generator Loss: 0.2244 Epoch 23/25...progress:97.35%....step:3680/3780... Discriminator Loss: 2.2395... Generator Loss: 0.2196 Epoch 23/25...progress:97.62%....step:3690/3780... Discriminator Loss: 2.4035... Generator Loss: 0.2060 Epoch 23/25...progress:97.88%....step:3700/3780... Discriminator Loss: 1.6223... Generator Loss: 0.4602 Epoch 23/25...progress:98.15%....step:3710/3780... Discriminator Loss: 1.6368... Generator Loss: 0.4144 Epoch 23/25...progress:98.41%....step:3720/3780... Discriminator Loss: 2.3525... Generator Loss: 0.1808 Epoch 23/25...progress:98.68%....step:3730/3780... Discriminator Loss: 0.9555... Generator Loss: 0.9997 Epoch 23/25...progress:98.94%....step:3740/3780... Discriminator Loss: 0.9475... Generator Loss: 1.5152 Epoch 23/25...progress:99.21%....step:3750/3780... Discriminator Loss: 1.2737... Generator Loss: 0.7058 Epoch 23/25...progress:99.47%....step:3760/3780... Discriminator Loss: 1.5354... Generator Loss: 0.4272 Epoch 23/25...progress:99.74%....step:3770/3780... Discriminator Loss: 1.9122... Generator Loss: 0.6665 STARTING epoch: 23 , steps: 3780 ........ Epoch 24/25...progress:0.00%....step:0/3780... Discriminator Loss: 2.0951... Generator Loss: 0.2473
Epoch 24/25...progress:0.26%....step:10/3780... Discriminator Loss: 1.7304... Generator Loss: 0.3596 Epoch 24/25...progress:0.53%....step:20/3780... Discriminator Loss: 1.8231... Generator Loss: 0.3614 Epoch 24/25...progress:0.79%....step:30/3780... Discriminator Loss: 1.5258... Generator Loss: 0.4396 Epoch 24/25...progress:1.06%....step:40/3780... Discriminator Loss: 1.8366... Generator Loss: 0.3867 Epoch 24/25...progress:1.32%....step:50/3780... Discriminator Loss: 1.2152... Generator Loss: 0.7136 Epoch 24/25...progress:1.59%....step:60/3780... Discriminator Loss: 1.4376... Generator Loss: 0.5567 Epoch 24/25...progress:1.85%....step:70/3780... Discriminator Loss: 1.8409... Generator Loss: 0.3562 Epoch 24/25...progress:2.12%....step:80/3780... Discriminator Loss: 1.7279... Generator Loss: 0.3705 Epoch 24/25...progress:2.38%....step:90/3780... Discriminator Loss: 1.0664... Generator Loss: 1.0690 Epoch 24/25...progress:2.65%....step:100/3780... Discriminator Loss: 1.3962... Generator Loss: 0.5896 Epoch 24/25...progress:2.91%....step:110/3780... Discriminator Loss: 1.2652... Generator Loss: 0.7344 Epoch 24/25...progress:3.17%....step:120/3780... Discriminator Loss: 1.7921... Generator Loss: 0.3628 Epoch 24/25...progress:3.44%....step:130/3780... Discriminator Loss: 2.0160... Generator Loss: 0.2402 Epoch 24/25...progress:3.70%....step:140/3780... Discriminator Loss: 1.4820... Generator Loss: 0.4599 Epoch 24/25...progress:3.97%....step:150/3780... Discriminator Loss: 1.7466... Generator Loss: 0.3953 Epoch 24/25...progress:4.23%....step:160/3780... Discriminator Loss: 1.3337... Generator Loss: 0.5897 Epoch 24/25...progress:4.50%....step:170/3780... Discriminator Loss: 1.9803... Generator Loss: 0.2869 Epoch 24/25...progress:4.76%....step:180/3780... Discriminator Loss: 1.8488... Generator Loss: 0.3777 Epoch 24/25...progress:5.03%....step:190/3780... Discriminator Loss: 0.7948... Generator Loss: 1.2614 Epoch 24/25...progress:5.29%....step:200/3780... Discriminator Loss: 1.7980... Generator Loss: 0.3314
Epoch 24/25...progress:5.56%....step:210/3780... Discriminator Loss: 2.0794... Generator Loss: 0.2609 Epoch 24/25...progress:5.82%....step:220/3780... Discriminator Loss: 0.8968... Generator Loss: 1.5527 Epoch 24/25...progress:6.08%....step:230/3780... Discriminator Loss: 1.7146... Generator Loss: 0.3505 Epoch 24/25...progress:6.35%....step:240/3780... Discriminator Loss: 2.1303... Generator Loss: 0.2578 Epoch 24/25...progress:6.61%....step:250/3780... Discriminator Loss: 1.0599... Generator Loss: 0.9202 Epoch 24/25...progress:6.88%....step:260/3780... Discriminator Loss: 1.4025... Generator Loss: 0.6739 Epoch 24/25...progress:7.14%....step:270/3780... Discriminator Loss: 2.2067... Generator Loss: 0.2439 Epoch 24/25...progress:7.41%....step:280/3780... Discriminator Loss: 1.3074... Generator Loss: 0.6466 Epoch 24/25...progress:7.67%....step:290/3780... Discriminator Loss: 2.2404... Generator Loss: 0.2516 Epoch 24/25...progress:7.94%....step:300/3780... Discriminator Loss: 2.0331... Generator Loss: 0.2704 Epoch 24/25...progress:8.20%....step:310/3780... Discriminator Loss: 1.5208... Generator Loss: 0.4176 Epoch 24/25...progress:8.47%....step:320/3780... Discriminator Loss: 1.3704... Generator Loss: 0.6991 Epoch 24/25...progress:8.73%....step:330/3780... Discriminator Loss: 1.5392... Generator Loss: 0.5546 Epoch 24/25...progress:8.99%....step:340/3780... Discriminator Loss: 2.0135... Generator Loss: 0.3001 Epoch 24/25...progress:9.26%....step:350/3780... Discriminator Loss: 2.1944... Generator Loss: 0.2515 Epoch 24/25...progress:9.52%....step:360/3780... Discriminator Loss: 1.6936... Generator Loss: 0.3575 Epoch 24/25...progress:9.79%....step:370/3780... Discriminator Loss: 2.7016... Generator Loss: 0.1429 Epoch 24/25...progress:10.05%....step:380/3780... Discriminator Loss: 1.1866... Generator Loss: 0.7518 Epoch 24/25...progress:10.32%....step:390/3780... Discriminator Loss: 1.9835... Generator Loss: 0.2911 Epoch 24/25...progress:10.58%....step:400/3780... Discriminator Loss: 1.1362... Generator Loss: 0.7261
Epoch 24/25...progress:10.85%....step:410/3780... Discriminator Loss: 1.8400... Generator Loss: 0.3721 Epoch 24/25...progress:11.11%....step:420/3780... Discriminator Loss: 1.5131... Generator Loss: 1.7577 Epoch 24/25...progress:11.38%....step:430/3780... Discriminator Loss: 1.4314... Generator Loss: 0.6528 Epoch 24/25...progress:11.64%....step:440/3780... Discriminator Loss: 1.1877... Generator Loss: 1.5473 Epoch 24/25...progress:11.90%....step:450/3780... Discriminator Loss: 2.3007... Generator Loss: 0.1796 Epoch 24/25...progress:12.17%....step:460/3780... Discriminator Loss: 0.9347... Generator Loss: 1.2985 Epoch 24/25...progress:12.43%....step:470/3780... Discriminator Loss: 0.8685... Generator Loss: 1.1149 Epoch 24/25...progress:12.70%....step:480/3780... Discriminator Loss: 1.2970... Generator Loss: 0.6474 Epoch 24/25...progress:12.96%....step:490/3780... Discriminator Loss: 2.5602... Generator Loss: 0.1992 Epoch 24/25...progress:13.23%....step:500/3780... Discriminator Loss: 2.1163... Generator Loss: 0.2440 Epoch 24/25...progress:13.49%....step:510/3780... Discriminator Loss: 2.1084... Generator Loss: 0.2655 Epoch 24/25...progress:13.76%....step:520/3780... Discriminator Loss: 2.5402... Generator Loss: 0.1448 Epoch 24/25...progress:14.02%....step:530/3780... Discriminator Loss: 1.9641... Generator Loss: 0.3618 Epoch 24/25...progress:14.29%....step:540/3780... Discriminator Loss: 1.2548... Generator Loss: 0.7133 Epoch 24/25...progress:14.55%....step:550/3780... Discriminator Loss: 1.1970... Generator Loss: 0.7826 Epoch 24/25...progress:14.81%....step:560/3780... Discriminator Loss: 1.0571... Generator Loss: 0.9454 Epoch 24/25...progress:15.08%....step:570/3780... Discriminator Loss: 1.1216... Generator Loss: 1.6228 Epoch 24/25...progress:15.34%....step:580/3780... Discriminator Loss: 1.5327... Generator Loss: 0.4596 Epoch 24/25...progress:15.61%....step:590/3780... Discriminator Loss: 2.4578... Generator Loss: 0.1702 Epoch 24/25...progress:15.87%....step:600/3780... Discriminator Loss: 1.5086... Generator Loss: 0.5710
Epoch 24/25...progress:16.14%....step:610/3780... Discriminator Loss: 1.9088... Generator Loss: 0.2963 Epoch 24/25...progress:16.40%....step:620/3780... Discriminator Loss: 2.2537... Generator Loss: 0.2236 Epoch 24/25...progress:16.67%....step:630/3780... Discriminator Loss: 1.0611... Generator Loss: 0.8980 Epoch 24/25...progress:16.93%....step:640/3780... Discriminator Loss: 1.1399... Generator Loss: 0.7068 Epoch 24/25...progress:17.20%....step:650/3780... Discriminator Loss: 2.0316... Generator Loss: 0.3147 Epoch 24/25...progress:17.46%....step:660/3780... Discriminator Loss: 1.8348... Generator Loss: 0.3213 Epoch 24/25...progress:17.72%....step:670/3780... Discriminator Loss: 1.4760... Generator Loss: 0.5029 Epoch 24/25...progress:17.99%....step:680/3780... Discriminator Loss: 1.5923... Generator Loss: 0.5055 Epoch 24/25...progress:18.25%....step:690/3780... Discriminator Loss: 2.0321... Generator Loss: 0.2659 Epoch 24/25...progress:18.52%....step:700/3780... Discriminator Loss: 1.7889... Generator Loss: 0.3196 Epoch 24/25...progress:18.78%....step:710/3780... Discriminator Loss: 2.5099... Generator Loss: 0.1851 Epoch 24/25...progress:19.05%....step:720/3780... Discriminator Loss: 1.3384... Generator Loss: 0.5888 Epoch 24/25...progress:19.31%....step:730/3780... Discriminator Loss: 1.1525... Generator Loss: 0.7710 Epoch 24/25...progress:19.58%....step:740/3780... Discriminator Loss: 1.6229... Generator Loss: 0.4334 Epoch 24/25...progress:19.84%....step:750/3780... Discriminator Loss: 2.6652... Generator Loss: 0.1458 Epoch 24/25...progress:20.11%....step:760/3780... Discriminator Loss: 1.8478... Generator Loss: 0.3366 Epoch 24/25...progress:20.37%....step:770/3780... Discriminator Loss: 1.8182... Generator Loss: 0.3795 Epoch 24/25...progress:20.63%....step:780/3780... Discriminator Loss: 1.6300... Generator Loss: 0.4439 Epoch 24/25...progress:20.90%....step:790/3780... Discriminator Loss: 1.5231... Generator Loss: 0.4743 Epoch 24/25...progress:21.16%....step:800/3780... Discriminator Loss: 1.3378... Generator Loss: 0.6099
Epoch 24/25...progress:21.43%....step:810/3780... Discriminator Loss: 1.5285... Generator Loss: 0.6419 Epoch 24/25...progress:21.69%....step:820/3780... Discriminator Loss: 1.0759... Generator Loss: 1.0404 Epoch 24/25...progress:21.96%....step:830/3780... Discriminator Loss: 1.2630... Generator Loss: 0.9979 Epoch 24/25...progress:22.22%....step:840/3780... Discriminator Loss: 1.9816... Generator Loss: 0.2671 Epoch 24/25...progress:22.49%....step:850/3780... Discriminator Loss: 1.7768... Generator Loss: 0.3584 Epoch 24/25...progress:22.75%....step:860/3780... Discriminator Loss: 2.2785... Generator Loss: 0.2114 Epoch 24/25...progress:23.02%....step:870/3780... Discriminator Loss: 1.6931... Generator Loss: 0.4940 Epoch 24/25...progress:23.28%....step:880/3780... Discriminator Loss: 1.5392... Generator Loss: 0.7474 Epoch 24/25...progress:23.54%....step:890/3780... Discriminator Loss: 1.7859... Generator Loss: 0.4076 Epoch 24/25...progress:23.81%....step:900/3780... Discriminator Loss: 1.6135... Generator Loss: 0.4515 Epoch 24/25...progress:24.07%....step:910/3780... Discriminator Loss: 1.3965... Generator Loss: 0.5644 Epoch 24/25...progress:24.34%....step:920/3780... Discriminator Loss: 0.6891... Generator Loss: 1.8028 Epoch 24/25...progress:24.60%....step:930/3780... Discriminator Loss: 1.7502... Generator Loss: 0.3444 Epoch 24/25...progress:24.87%....step:940/3780... Discriminator Loss: 1.7993... Generator Loss: 0.3593 Epoch 24/25...progress:25.13%....step:950/3780... Discriminator Loss: 2.4916... Generator Loss: 0.2258 Epoch 24/25...progress:25.40%....step:960/3780... Discriminator Loss: 1.4938... Generator Loss: 0.4429 Epoch 24/25...progress:25.66%....step:970/3780... Discriminator Loss: 1.7221... Generator Loss: 0.3743 Epoch 24/25...progress:25.93%....step:980/3780... Discriminator Loss: 1.8702... Generator Loss: 0.2818 Epoch 24/25...progress:26.19%....step:990/3780... Discriminator Loss: 1.1055... Generator Loss: 0.8913 Epoch 24/25...progress:26.46%....step:1000/3780... Discriminator Loss: 2.7743... Generator Loss: 0.1300
Epoch 24/25...progress:26.72%....step:1010/3780... Discriminator Loss: 2.4543... Generator Loss: 0.1914 Epoch 24/25...progress:26.98%....step:1020/3780... Discriminator Loss: 2.2935... Generator Loss: 0.1988 Epoch 24/25...progress:27.25%....step:1030/3780... Discriminator Loss: 2.2970... Generator Loss: 0.2458 Epoch 24/25...progress:27.51%....step:1040/3780... Discriminator Loss: 1.5005... Generator Loss: 0.4941 Epoch 24/25...progress:27.78%....step:1050/3780... Discriminator Loss: 1.7171... Generator Loss: 0.3503 Epoch 24/25...progress:28.04%....step:1060/3780... Discriminator Loss: 0.8295... Generator Loss: 1.3362 Epoch 24/25...progress:28.31%....step:1070/3780... Discriminator Loss: 1.1504... Generator Loss: 1.1899 Epoch 24/25...progress:28.57%....step:1080/3780... Discriminator Loss: 1.0294... Generator Loss: 0.8458 Epoch 24/25...progress:28.84%....step:1090/3780... Discriminator Loss: 1.3147... Generator Loss: 0.6223 Epoch 24/25...progress:29.10%....step:1100/3780... Discriminator Loss: 1.6714... Generator Loss: 1.2721 Epoch 24/25...progress:29.37%....step:1110/3780... Discriminator Loss: 2.4151... Generator Loss: 0.2433 Epoch 24/25...progress:29.63%....step:1120/3780... Discriminator Loss: 2.2910... Generator Loss: 0.2438 Epoch 24/25...progress:29.89%....step:1130/3780... Discriminator Loss: 2.2231... Generator Loss: 0.2018 Epoch 24/25...progress:30.16%....step:1140/3780... Discriminator Loss: 0.9541... Generator Loss: 1.2226 Epoch 24/25...progress:30.42%....step:1150/3780... Discriminator Loss: 0.9389... Generator Loss: 1.2324 Epoch 24/25...progress:30.69%....step:1160/3780... Discriminator Loss: 1.6529... Generator Loss: 0.3827 Epoch 24/25...progress:30.95%....step:1170/3780... Discriminator Loss: 1.6263... Generator Loss: 0.4459 Epoch 24/25...progress:31.22%....step:1180/3780... Discriminator Loss: 1.4122... Generator Loss: 0.5451 Epoch 24/25...progress:31.48%....step:1190/3780... Discriminator Loss: 1.4341... Generator Loss: 0.5029 Epoch 24/25...progress:31.75%....step:1200/3780... Discriminator Loss: 1.7125... Generator Loss: 0.3740
Epoch 24/25...progress:32.01%....step:1210/3780... Discriminator Loss: 1.4366... Generator Loss: 0.5004 Epoch 24/25...progress:32.28%....step:1220/3780... Discriminator Loss: 1.6203... Generator Loss: 0.4782 Epoch 24/25...progress:32.54%....step:1230/3780... Discriminator Loss: 1.7678... Generator Loss: 0.3384 Epoch 24/25...progress:32.80%....step:1240/3780... Discriminator Loss: 1.0965... Generator Loss: 0.8359 Epoch 24/25...progress:33.07%....step:1250/3780... Discriminator Loss: 1.2799... Generator Loss: 0.6667 Epoch 24/25...progress:33.33%....step:1260/3780... Discriminator Loss: 1.6566... Generator Loss: 0.3930 Epoch 24/25...progress:33.60%....step:1270/3780... Discriminator Loss: 1.3491... Generator Loss: 0.6283 Epoch 24/25...progress:33.86%....step:1280/3780... Discriminator Loss: 1.2866... Generator Loss: 0.6068 Epoch 24/25...progress:34.13%....step:1290/3780... Discriminator Loss: 1.2832... Generator Loss: 0.5714 Epoch 24/25...progress:34.39%....step:1300/3780... Discriminator Loss: 2.0385... Generator Loss: 0.2564 Epoch 24/25...progress:34.66%....step:1310/3780... Discriminator Loss: 1.8770... Generator Loss: 0.3329 Epoch 24/25...progress:34.92%....step:1320/3780... Discriminator Loss: 1.0905... Generator Loss: 0.8941 Epoch 24/25...progress:35.19%....step:1330/3780... Discriminator Loss: 1.5911... Generator Loss: 0.3976 Epoch 24/25...progress:35.45%....step:1340/3780... Discriminator Loss: 1.0459... Generator Loss: 1.0714 Epoch 24/25...progress:35.71%....step:1350/3780... Discriminator Loss: 1.4104... Generator Loss: 0.5679 Epoch 24/25...progress:35.98%....step:1360/3780... Discriminator Loss: 1.1982... Generator Loss: 0.7219 Epoch 24/25...progress:36.24%....step:1370/3780... Discriminator Loss: 2.1083... Generator Loss: 0.2401 Epoch 24/25...progress:36.51%....step:1380/3780... Discriminator Loss: 1.5375... Generator Loss: 0.6275 Epoch 24/25...progress:36.77%....step:1390/3780... Discriminator Loss: 1.7238... Generator Loss: 0.3729 Epoch 24/25...progress:37.04%....step:1400/3780... Discriminator Loss: 0.9871... Generator Loss: 1.0703
Epoch 24/25...progress:37.30%....step:1410/3780... Discriminator Loss: 1.3328... Generator Loss: 0.6332 Epoch 24/25...progress:37.57%....step:1420/3780... Discriminator Loss: 1.2335... Generator Loss: 0.6649 Epoch 24/25...progress:37.83%....step:1430/3780... Discriminator Loss: 1.5551... Generator Loss: 0.4851 Epoch 24/25...progress:38.10%....step:1440/3780... Discriminator Loss: 1.5072... Generator Loss: 0.4529 Epoch 24/25...progress:38.36%....step:1450/3780... Discriminator Loss: 1.3818... Generator Loss: 0.6018 Epoch 24/25...progress:38.62%....step:1460/3780... Discriminator Loss: 1.8527... Generator Loss: 0.3361 Epoch 24/25...progress:38.89%....step:1470/3780... Discriminator Loss: 1.1036... Generator Loss: 0.9458 Epoch 24/25...progress:39.15%....step:1480/3780... Discriminator Loss: 1.0734... Generator Loss: 1.5072 Epoch 24/25...progress:39.42%....step:1490/3780... Discriminator Loss: 1.6087... Generator Loss: 0.4484 Epoch 24/25...progress:39.68%....step:1500/3780... Discriminator Loss: 2.0819... Generator Loss: 0.2386 Epoch 24/25...progress:39.95%....step:1510/3780... Discriminator Loss: 1.5843... Generator Loss: 0.4720 Epoch 24/25...progress:40.21%....step:1520/3780... Discriminator Loss: 1.2587... Generator Loss: 1.1193 Epoch 24/25...progress:40.48%....step:1530/3780... Discriminator Loss: 1.3991... Generator Loss: 0.5728 Epoch 24/25...progress:40.74%....step:1540/3780... Discriminator Loss: 1.0804... Generator Loss: 0.8637 Epoch 24/25...progress:41.01%....step:1550/3780... Discriminator Loss: 1.5922... Generator Loss: 0.4147 Epoch 24/25...progress:41.27%....step:1560/3780... Discriminator Loss: 1.5490... Generator Loss: 0.5164 Epoch 24/25...progress:41.53%....step:1570/3780... Discriminator Loss: 2.4151... Generator Loss: 0.1627 Epoch 24/25...progress:41.80%....step:1580/3780... Discriminator Loss: 1.3475... Generator Loss: 0.5389 Epoch 24/25...progress:42.06%....step:1590/3780... Discriminator Loss: 1.3613... Generator Loss: 0.7482 Epoch 24/25...progress:42.33%....step:1600/3780... Discriminator Loss: 1.0322... Generator Loss: 0.9894
Epoch 24/25...progress:42.59%....step:1610/3780... Discriminator Loss: 1.5723... Generator Loss: 1.0627 Epoch 24/25...progress:42.86%....step:1620/3780... Discriminator Loss: 1.4113... Generator Loss: 0.5422 Epoch 24/25...progress:43.12%....step:1630/3780... Discriminator Loss: 1.3789... Generator Loss: 0.5673 Epoch 24/25...progress:43.39%....step:1640/3780... Discriminator Loss: 1.3301... Generator Loss: 0.6219 Epoch 24/25...progress:43.65%....step:1650/3780... Discriminator Loss: 1.9341... Generator Loss: 0.2750 Epoch 24/25...progress:43.92%....step:1660/3780... Discriminator Loss: 2.2766... Generator Loss: 0.2498 Epoch 24/25...progress:44.18%....step:1670/3780... Discriminator Loss: 1.0137... Generator Loss: 0.9099 Epoch 24/25...progress:44.44%....step:1680/3780... Discriminator Loss: 1.4734... Generator Loss: 0.5177 Epoch 24/25...progress:44.71%....step:1690/3780... Discriminator Loss: 2.0214... Generator Loss: 0.3022 Epoch 24/25...progress:44.97%....step:1700/3780... Discriminator Loss: 1.6055... Generator Loss: 0.4278 Epoch 24/25...progress:45.24%....step:1710/3780... Discriminator Loss: 2.3682... Generator Loss: 0.2007 Epoch 24/25...progress:45.50%....step:1720/3780... Discriminator Loss: 1.4433... Generator Loss: 0.5390 Epoch 24/25...progress:45.77%....step:1730/3780... Discriminator Loss: 1.5269... Generator Loss: 0.4599 Epoch 24/25...progress:46.03%....step:1740/3780... Discriminator Loss: 1.4180... Generator Loss: 0.5839 Epoch 24/25...progress:46.30%....step:1750/3780... Discriminator Loss: 1.6700... Generator Loss: 0.4011 Epoch 24/25...progress:46.56%....step:1760/3780... Discriminator Loss: 1.6585... Generator Loss: 0.4270 Epoch 24/25...progress:46.83%....step:1770/3780... Discriminator Loss: 1.7544... Generator Loss: 0.3701 Epoch 24/25...progress:47.09%....step:1780/3780... Discriminator Loss: 1.0557... Generator Loss: 1.3200 Epoch 24/25...progress:47.35%....step:1790/3780... Discriminator Loss: 1.0689... Generator Loss: 1.2009 Epoch 24/25...progress:47.62%....step:1800/3780... Discriminator Loss: 2.3373... Generator Loss: 0.2170
Epoch 24/25...progress:47.88%....step:1810/3780... Discriminator Loss: 1.4404... Generator Loss: 0.6516 Epoch 24/25...progress:48.15%....step:1820/3780... Discriminator Loss: 1.8906... Generator Loss: 0.3072 Epoch 24/25...progress:48.41%....step:1830/3780... Discriminator Loss: 2.8635... Generator Loss: 0.1229 Epoch 24/25...progress:48.68%....step:1840/3780... Discriminator Loss: 1.6944... Generator Loss: 0.4052 Epoch 24/25...progress:48.94%....step:1850/3780... Discriminator Loss: 0.8129... Generator Loss: 1.2043 Epoch 24/25...progress:49.21%....step:1860/3780... Discriminator Loss: 2.0062... Generator Loss: 0.2964 Epoch 24/25...progress:49.47%....step:1870/3780... Discriminator Loss: 1.5796... Generator Loss: 0.4327 Epoch 24/25...progress:49.74%....step:1880/3780... Discriminator Loss: 1.6689... Generator Loss: 0.4182 Epoch 24/25...progress:50.00%....step:1890/3780... Discriminator Loss: 1.6729... Generator Loss: 0.4221 Epoch 24/25...progress:50.26%....step:1900/3780... Discriminator Loss: 1.2901... Generator Loss: 0.7083 Epoch 24/25...progress:50.53%....step:1910/3780... Discriminator Loss: 1.1866... Generator Loss: 1.2721 Epoch 24/25...progress:50.79%....step:1920/3780... Discriminator Loss: 2.1081... Generator Loss: 0.2668 Epoch 24/25...progress:51.06%....step:1930/3780... Discriminator Loss: 1.8708... Generator Loss: 0.3322 Epoch 24/25...progress:51.32%....step:1940/3780... Discriminator Loss: 1.8965... Generator Loss: 0.2964 Epoch 24/25...progress:51.59%....step:1950/3780... Discriminator Loss: 3.2489... Generator Loss: 0.0904 Epoch 24/25...progress:51.85%....step:1960/3780... Discriminator Loss: 2.1056... Generator Loss: 0.2702 Epoch 24/25...progress:52.12%....step:1970/3780... Discriminator Loss: 1.1739... Generator Loss: 0.7993 Epoch 24/25...progress:52.38%....step:1980/3780... Discriminator Loss: 2.7679... Generator Loss: 0.1268 Epoch 24/25...progress:52.65%....step:1990/3780... Discriminator Loss: 1.9646... Generator Loss: 0.2657 Epoch 24/25...progress:52.91%....step:2000/3780... Discriminator Loss: 1.3447... Generator Loss: 0.7385
Epoch 24/25...progress:53.17%....step:2010/3780... Discriminator Loss: 1.4367... Generator Loss: 0.4805 Epoch 24/25...progress:53.44%....step:2020/3780... Discriminator Loss: 1.3329... Generator Loss: 0.6763 Epoch 24/25...progress:53.70%....step:2030/3780... Discriminator Loss: 1.5662... Generator Loss: 0.5108 Epoch 24/25...progress:53.97%....step:2040/3780... Discriminator Loss: 1.2651... Generator Loss: 0.6419 Epoch 24/25...progress:54.23%....step:2050/3780... Discriminator Loss: 1.9214... Generator Loss: 0.3086 Epoch 24/25...progress:54.50%....step:2060/3780... Discriminator Loss: 1.3311... Generator Loss: 0.5897 Epoch 24/25...progress:54.76%....step:2070/3780... Discriminator Loss: 1.2854... Generator Loss: 0.6600 Epoch 24/25...progress:55.03%....step:2080/3780... Discriminator Loss: 1.4017... Generator Loss: 0.5140 Epoch 24/25...progress:55.29%....step:2090/3780... Discriminator Loss: 1.7649... Generator Loss: 0.4225 Epoch 24/25...progress:55.56%....step:2100/3780... Discriminator Loss: 1.1547... Generator Loss: 1.1543 Epoch 24/25...progress:55.82%....step:2110/3780... Discriminator Loss: 1.3159... Generator Loss: 0.6499 Epoch 24/25...progress:56.08%....step:2120/3780... Discriminator Loss: 2.3146... Generator Loss: 0.2122 Epoch 24/25...progress:56.35%....step:2130/3780... Discriminator Loss: 1.6868... Generator Loss: 0.4035 Epoch 24/25...progress:56.61%....step:2140/3780... Discriminator Loss: 2.2108... Generator Loss: 0.2296 Epoch 24/25...progress:56.88%....step:2150/3780... Discriminator Loss: 2.4570... Generator Loss: 0.1675 Epoch 24/25...progress:57.14%....step:2160/3780... Discriminator Loss: 1.3778... Generator Loss: 0.8658 Epoch 24/25...progress:57.41%....step:2170/3780... Discriminator Loss: 1.2278... Generator Loss: 0.6549 Epoch 24/25...progress:57.67%....step:2180/3780... Discriminator Loss: 1.3254... Generator Loss: 0.7391 Epoch 24/25...progress:57.94%....step:2190/3780... Discriminator Loss: 1.1515... Generator Loss: 0.9519 Epoch 24/25...progress:58.20%....step:2200/3780... Discriminator Loss: 1.3430... Generator Loss: 0.6895
Epoch 24/25...progress:58.47%....step:2210/3780... Discriminator Loss: 2.4553... Generator Loss: 0.1768 Epoch 24/25...progress:58.73%....step:2220/3780... Discriminator Loss: 1.9770... Generator Loss: 0.2619 Epoch 24/25...progress:58.99%....step:2230/3780... Discriminator Loss: 1.4098... Generator Loss: 0.7622 Epoch 24/25...progress:59.26%....step:2240/3780... Discriminator Loss: 1.6921... Generator Loss: 0.4198 Epoch 24/25...progress:59.52%....step:2250/3780... Discriminator Loss: 1.6308... Generator Loss: 0.3878 Epoch 24/25...progress:59.79%....step:2260/3780... Discriminator Loss: 1.2735... Generator Loss: 0.9559 Epoch 24/25...progress:60.05%....step:2270/3780... Discriminator Loss: 2.0079... Generator Loss: 0.3020 Epoch 24/25...progress:60.32%....step:2280/3780... Discriminator Loss: 1.6384... Generator Loss: 0.4384 Epoch 24/25...progress:60.58%....step:2290/3780... Discriminator Loss: 1.4077... Generator Loss: 0.7190 Epoch 24/25...progress:60.85%....step:2300/3780... Discriminator Loss: 1.6726... Generator Loss: 0.4137 Epoch 24/25...progress:61.11%....step:2310/3780... Discriminator Loss: 1.8335... Generator Loss: 0.3297 Epoch 24/25...progress:61.38%....step:2320/3780... Discriminator Loss: 1.1331... Generator Loss: 0.8634 Epoch 24/25...progress:61.64%....step:2330/3780... Discriminator Loss: 1.4768... Generator Loss: 0.5128 Epoch 24/25...progress:61.90%....step:2340/3780... Discriminator Loss: 2.3914... Generator Loss: 0.2110 Epoch 24/25...progress:62.17%....step:2350/3780... Discriminator Loss: 1.3443... Generator Loss: 0.7061 Epoch 24/25...progress:62.43%....step:2360/3780... Discriminator Loss: 1.4295... Generator Loss: 1.1690 Epoch 24/25...progress:62.70%....step:2370/3780... Discriminator Loss: 1.7978... Generator Loss: 0.3112 Epoch 24/25...progress:62.96%....step:2380/3780... Discriminator Loss: 0.8676... Generator Loss: 1.6475 Epoch 24/25...progress:63.23%....step:2390/3780... Discriminator Loss: 1.0693... Generator Loss: 0.8210 Epoch 24/25...progress:63.49%....step:2400/3780... Discriminator Loss: 1.8112... Generator Loss: 0.3415
Epoch 24/25...progress:63.76%....step:2410/3780... Discriminator Loss: 1.1506... Generator Loss: 0.7345 Epoch 24/25...progress:64.02%....step:2420/3780... Discriminator Loss: 1.6413... Generator Loss: 0.4333 Epoch 24/25...progress:64.29%....step:2430/3780... Discriminator Loss: 1.2297... Generator Loss: 0.7681 Epoch 24/25...progress:64.55%....step:2440/3780... Discriminator Loss: 1.6170... Generator Loss: 0.5059 Epoch 24/25...progress:64.81%....step:2450/3780... Discriminator Loss: 1.5987... Generator Loss: 0.4478 Epoch 24/25...progress:65.08%....step:2460/3780... Discriminator Loss: 1.5732... Generator Loss: 0.4469 Epoch 24/25...progress:65.34%....step:2470/3780... Discriminator Loss: 1.0441... Generator Loss: 1.0500 Epoch 24/25...progress:65.61%....step:2480/3780... Discriminator Loss: 1.4302... Generator Loss: 0.5305 Epoch 24/25...progress:65.87%....step:2490/3780... Discriminator Loss: 1.0075... Generator Loss: 1.0971 Epoch 24/25...progress:66.14%....step:2500/3780... Discriminator Loss: 0.8646... Generator Loss: 1.2231 Epoch 24/25...progress:66.40%....step:2510/3780... Discriminator Loss: 1.8751... Generator Loss: 0.3084 Epoch 24/25...progress:66.67%....step:2520/3780... Discriminator Loss: 1.8754... Generator Loss: 0.3156 Epoch 24/25...progress:66.93%....step:2530/3780... Discriminator Loss: 2.2598... Generator Loss: 0.2165 Epoch 24/25...progress:67.20%....step:2540/3780... Discriminator Loss: 2.0588... Generator Loss: 0.3005 Epoch 24/25...progress:67.46%....step:2550/3780... Discriminator Loss: 1.9805... Generator Loss: 0.2964 Epoch 24/25...progress:67.72%....step:2560/3780... Discriminator Loss: 1.2803... Generator Loss: 0.6619 Epoch 24/25...progress:67.99%....step:2570/3780... Discriminator Loss: 1.7478... Generator Loss: 0.4063 Epoch 24/25...progress:68.25%....step:2580/3780... Discriminator Loss: 2.0570... Generator Loss: 0.2626 Epoch 24/25...progress:68.52%....step:2590/3780... Discriminator Loss: 1.7763... Generator Loss: 0.3664 Epoch 24/25...progress:68.78%....step:2600/3780... Discriminator Loss: 1.7722... Generator Loss: 0.3828
Epoch 24/25...progress:69.05%....step:2610/3780... Discriminator Loss: 1.9255... Generator Loss: 0.3373 Epoch 24/25...progress:69.31%....step:2620/3780... Discriminator Loss: 1.7559... Generator Loss: 0.3535 Epoch 24/25...progress:69.58%....step:2630/3780... Discriminator Loss: 1.6400... Generator Loss: 0.3803 Epoch 24/25...progress:69.84%....step:2640/3780... Discriminator Loss: 1.4822... Generator Loss: 0.5760 Epoch 24/25...progress:70.11%....step:2650/3780... Discriminator Loss: 1.9787... Generator Loss: 0.2596 Epoch 24/25...progress:70.37%....step:2660/3780... Discriminator Loss: 2.0438... Generator Loss: 0.2470 Epoch 24/25...progress:70.63%....step:2670/3780... Discriminator Loss: 1.5326... Generator Loss: 0.4572 Epoch 24/25...progress:70.90%....step:2680/3780... Discriminator Loss: 2.0239... Generator Loss: 0.2411 Epoch 24/25...progress:71.16%....step:2690/3780... Discriminator Loss: 1.0958... Generator Loss: 0.9141 Epoch 24/25...progress:71.43%....step:2700/3780... Discriminator Loss: 1.5371... Generator Loss: 0.6011 Epoch 24/25...progress:71.69%....step:2710/3780... Discriminator Loss: 3.0261... Generator Loss: 0.0931 Epoch 24/25...progress:71.96%....step:2720/3780... Discriminator Loss: 2.4611... Generator Loss: 0.1523 Epoch 24/25...progress:72.22%....step:2730/3780... Discriminator Loss: 1.2566... Generator Loss: 0.6239 Epoch 24/25...progress:72.49%....step:2740/3780... Discriminator Loss: 2.0304... Generator Loss: 0.2719 Epoch 24/25...progress:72.75%....step:2750/3780... Discriminator Loss: 2.0693... Generator Loss: 0.2464 Epoch 24/25...progress:73.02%....step:2760/3780... Discriminator Loss: 1.8593... Generator Loss: 0.3082 Epoch 24/25...progress:73.28%....step:2770/3780... Discriminator Loss: 1.3927... Generator Loss: 0.6186 Epoch 24/25...progress:73.54%....step:2780/3780... Discriminator Loss: 1.3554... Generator Loss: 0.7105 Epoch 24/25...progress:73.81%....step:2790/3780... Discriminator Loss: 1.9308... Generator Loss: 0.2666 Epoch 24/25...progress:74.07%....step:2800/3780... Discriminator Loss: 1.5660... Generator Loss: 0.5531
Epoch 24/25...progress:74.34%....step:2810/3780... Discriminator Loss: 1.4050... Generator Loss: 0.6354 Epoch 24/25...progress:74.60%....step:2820/3780... Discriminator Loss: 1.4307... Generator Loss: 0.6138 Epoch 24/25...progress:74.87%....step:2830/3780... Discriminator Loss: 1.0400... Generator Loss: 0.9717 Epoch 24/25...progress:75.13%....step:2840/3780... Discriminator Loss: 1.1792... Generator Loss: 0.7649 Epoch 24/25...progress:75.40%....step:2850/3780... Discriminator Loss: 1.4662... Generator Loss: 0.5101 Epoch 24/25...progress:75.66%....step:2860/3780... Discriminator Loss: 1.6161... Generator Loss: 0.3943 Epoch 24/25...progress:75.93%....step:2870/3780... Discriminator Loss: 1.6836... Generator Loss: 0.4045 Epoch 24/25...progress:76.19%....step:2880/3780... Discriminator Loss: 1.8561... Generator Loss: 0.3439 Epoch 24/25...progress:76.46%....step:2890/3780... Discriminator Loss: 2.1137... Generator Loss: 0.2463 Epoch 24/25...progress:76.72%....step:2900/3780... Discriminator Loss: 1.2519... Generator Loss: 0.7683 Epoch 24/25...progress:76.98%....step:2910/3780... Discriminator Loss: 1.6640... Generator Loss: 0.4295 Epoch 24/25...progress:77.25%....step:2920/3780... Discriminator Loss: 1.6345... Generator Loss: 0.4354 Epoch 24/25...progress:77.51%....step:2930/3780... Discriminator Loss: 1.4466... Generator Loss: 0.5537 Epoch 24/25...progress:77.78%....step:2940/3780... Discriminator Loss: 1.9168... Generator Loss: 0.3333 Epoch 24/25...progress:78.04%....step:2950/3780... Discriminator Loss: 1.3600... Generator Loss: 0.6149 Epoch 24/25...progress:78.31%....step:2960/3780... Discriminator Loss: 1.9336... Generator Loss: 0.2910 Epoch 24/25...progress:78.57%....step:2970/3780... Discriminator Loss: 1.4583... Generator Loss: 0.5442 Epoch 24/25...progress:78.84%....step:2980/3780... Discriminator Loss: 1.5634... Generator Loss: 0.4354 Epoch 24/25...progress:79.10%....step:2990/3780... Discriminator Loss: 2.5222... Generator Loss: 0.1925 Epoch 24/25...progress:79.37%....step:3000/3780... Discriminator Loss: 1.4369... Generator Loss: 0.5620
Epoch 24/25...progress:79.63%....step:3010/3780... Discriminator Loss: 1.1177... Generator Loss: 0.8310 Epoch 24/25...progress:79.89%....step:3020/3780... Discriminator Loss: 1.1918... Generator Loss: 0.7442 Epoch 24/25...progress:80.16%....step:3030/3780... Discriminator Loss: 2.3197... Generator Loss: 0.1935 Epoch 24/25...progress:80.42%....step:3040/3780... Discriminator Loss: 1.7794... Generator Loss: 0.4067 Epoch 24/25...progress:80.69%....step:3050/3780... Discriminator Loss: 1.9959... Generator Loss: 0.2831 Epoch 24/25...progress:80.95%....step:3060/3780... Discriminator Loss: 1.7112... Generator Loss: 0.3593 Epoch 24/25...progress:81.22%....step:3070/3780... Discriminator Loss: 0.9279... Generator Loss: 2.0017 Epoch 24/25...progress:81.48%....step:3080/3780... Discriminator Loss: 2.2931... Generator Loss: 0.1879 Epoch 24/25...progress:81.75%....step:3090/3780... Discriminator Loss: 1.3966... Generator Loss: 0.6954 Epoch 24/25...progress:82.01%....step:3100/3780... Discriminator Loss: 1.0454... Generator Loss: 0.9919 Epoch 24/25...progress:82.28%....step:3110/3780... Discriminator Loss: 1.3796... Generator Loss: 0.8478 Epoch 24/25...progress:82.54%....step:3120/3780... Discriminator Loss: 1.3250... Generator Loss: 1.7486 Epoch 24/25...progress:82.80%....step:3130/3780... Discriminator Loss: 1.7639... Generator Loss: 0.3486 Epoch 24/25...progress:83.07%....step:3140/3780... Discriminator Loss: 2.0216... Generator Loss: 0.2646 Epoch 24/25...progress:83.33%....step:3150/3780... Discriminator Loss: 1.0007... Generator Loss: 1.3823 Epoch 24/25...progress:83.60%....step:3160/3780... Discriminator Loss: 1.1700... Generator Loss: 0.6840 Epoch 24/25...progress:83.86%....step:3170/3780... Discriminator Loss: 1.9251... Generator Loss: 0.2927 Epoch 24/25...progress:84.13%....step:3180/3780... Discriminator Loss: 1.6945... Generator Loss: 0.3636 Epoch 24/25...progress:84.39%....step:3190/3780... Discriminator Loss: 1.2194... Generator Loss: 0.9753 Epoch 24/25...progress:84.66%....step:3200/3780... Discriminator Loss: 1.0300... Generator Loss: 1.0008
Epoch 24/25...progress:84.92%....step:3210/3780... Discriminator Loss: 1.9965... Generator Loss: 0.3279 Epoch 24/25...progress:85.19%....step:3220/3780... Discriminator Loss: 2.5087... Generator Loss: 0.1749 Epoch 24/25...progress:85.45%....step:3230/3780... Discriminator Loss: 2.6020... Generator Loss: 0.1749 Epoch 24/25...progress:85.71%....step:3240/3780... Discriminator Loss: 2.2981... Generator Loss: 0.2053 Epoch 24/25...progress:85.98%....step:3250/3780... Discriminator Loss: 1.5030... Generator Loss: 0.5104 Epoch 24/25...progress:86.24%....step:3260/3780... Discriminator Loss: 1.7554... Generator Loss: 0.3914 Epoch 24/25...progress:86.51%....step:3270/3780... Discriminator Loss: 2.3471... Generator Loss: 0.2027 Epoch 24/25...progress:86.77%....step:3280/3780... Discriminator Loss: 0.9459... Generator Loss: 1.6221 Epoch 24/25...progress:87.04%....step:3290/3780... Discriminator Loss: 1.2755... Generator Loss: 0.7803 Epoch 24/25...progress:87.30%....step:3300/3780... Discriminator Loss: 1.0788... Generator Loss: 0.9394 Epoch 24/25...progress:87.57%....step:3310/3780... Discriminator Loss: 1.8477... Generator Loss: 0.3236 Epoch 24/25...progress:87.83%....step:3320/3780... Discriminator Loss: 2.1152... Generator Loss: 0.2708 Epoch 24/25...progress:88.10%....step:3330/3780... Discriminator Loss: 1.8312... Generator Loss: 0.3755 Epoch 24/25...progress:88.36%....step:3340/3780... Discriminator Loss: 0.9686... Generator Loss: 1.1426 Epoch 24/25...progress:88.62%....step:3350/3780... Discriminator Loss: 2.1484... Generator Loss: 0.2391 Epoch 24/25...progress:88.89%....step:3360/3780... Discriminator Loss: 1.4846... Generator Loss: 0.5212 Epoch 24/25...progress:89.15%....step:3370/3780... Discriminator Loss: 1.1693... Generator Loss: 1.0390 Epoch 24/25...progress:89.42%....step:3380/3780... Discriminator Loss: 1.7524... Generator Loss: 0.3603 Epoch 24/25...progress:89.68%....step:3390/3780... Discriminator Loss: 1.3712... Generator Loss: 0.5349 Epoch 24/25...progress:89.95%....step:3400/3780... Discriminator Loss: 2.4748... Generator Loss: 0.1565
Epoch 24/25...progress:90.21%....step:3410/3780... Discriminator Loss: 1.9588... Generator Loss: 0.2992 Epoch 24/25...progress:90.48%....step:3420/3780... Discriminator Loss: 2.3265... Generator Loss: 0.1991 Epoch 24/25...progress:90.74%....step:3430/3780... Discriminator Loss: 1.5118... Generator Loss: 0.4531 Epoch 24/25...progress:91.01%....step:3440/3780... Discriminator Loss: 1.9238... Generator Loss: 0.2935 Epoch 24/25...progress:91.27%....step:3450/3780... Discriminator Loss: 1.6778... Generator Loss: 0.4087 Epoch 24/25...progress:91.53%....step:3460/3780... Discriminator Loss: 2.4282... Generator Loss: 0.1862 Epoch 24/25...progress:91.80%....step:3470/3780... Discriminator Loss: 1.2831... Generator Loss: 0.6385 Epoch 24/25...progress:92.06%....step:3480/3780... Discriminator Loss: 1.7396... Generator Loss: 0.3515 Epoch 24/25...progress:92.33%....step:3490/3780... Discriminator Loss: 2.0120... Generator Loss: 0.2518 Epoch 24/25...progress:92.59%....step:3500/3780... Discriminator Loss: 1.7444... Generator Loss: 0.3553 Epoch 24/25...progress:92.86%....step:3510/3780... Discriminator Loss: 1.7172... Generator Loss: 0.3457 Epoch 24/25...progress:93.12%....step:3520/3780... Discriminator Loss: 1.8618... Generator Loss: 0.3040 Epoch 24/25...progress:93.39%....step:3530/3780... Discriminator Loss: 1.6702... Generator Loss: 0.4060 Epoch 24/25...progress:93.65%....step:3540/3780... Discriminator Loss: 0.7706... Generator Loss: 1.5194 Epoch 24/25...progress:93.92%....step:3550/3780... Discriminator Loss: 1.5581... Generator Loss: 0.5055 Epoch 24/25...progress:94.18%....step:3560/3780... Discriminator Loss: 1.4592... Generator Loss: 0.4872 Epoch 24/25...progress:94.44%....step:3570/3780... Discriminator Loss: 1.4044... Generator Loss: 0.5324 Epoch 24/25...progress:94.71%....step:3580/3780... Discriminator Loss: 1.3566... Generator Loss: 0.5757 Epoch 24/25...progress:94.97%....step:3590/3780... Discriminator Loss: 2.3714... Generator Loss: 0.2808 Epoch 24/25...progress:95.24%....step:3600/3780... Discriminator Loss: 2.1150... Generator Loss: 0.2214
Epoch 24/25...progress:95.50%....step:3610/3780... Discriminator Loss: 1.3077... Generator Loss: 0.6872 Epoch 24/25...progress:95.77%....step:3620/3780... Discriminator Loss: 2.1321... Generator Loss: 0.2229 Epoch 24/25...progress:96.03%....step:3630/3780... Discriminator Loss: 2.5813... Generator Loss: 0.1460 Epoch 24/25...progress:96.30%....step:3640/3780... Discriminator Loss: 2.0597... Generator Loss: 0.3090 Epoch 24/25...progress:96.56%....step:3650/3780... Discriminator Loss: 1.2528... Generator Loss: 0.6771 Epoch 24/25...progress:96.83%....step:3660/3780... Discriminator Loss: 1.6708... Generator Loss: 0.3866 Epoch 24/25...progress:97.09%....step:3670/3780... Discriminator Loss: 1.8755... Generator Loss: 0.3367 Epoch 24/25...progress:97.35%....step:3680/3780... Discriminator Loss: 1.3511... Generator Loss: 0.6046 Epoch 24/25...progress:97.62%....step:3690/3780... Discriminator Loss: 2.0358... Generator Loss: 0.3006 Epoch 24/25...progress:97.88%....step:3700/3780... Discriminator Loss: 2.1694... Generator Loss: 0.2269 Epoch 24/25...progress:98.15%....step:3710/3780... Discriminator Loss: 1.3351... Generator Loss: 0.8027 Epoch 24/25...progress:98.41%....step:3720/3780... Discriminator Loss: 2.8234... Generator Loss: 0.1396 Epoch 24/25...progress:98.68%....step:3730/3780... Discriminator Loss: 1.2627... Generator Loss: 0.7316 Epoch 24/25...progress:98.94%....step:3740/3780... Discriminator Loss: 1.5766... Generator Loss: 1.3228 Epoch 24/25...progress:99.21%....step:3750/3780... Discriminator Loss: 1.3567... Generator Loss: 0.5816 Epoch 24/25...progress:99.47%....step:3760/3780... Discriminator Loss: 2.1561... Generator Loss: 0.2182 Epoch 24/25...progress:99.74%....step:3770/3780... Discriminator Loss: 2.0681... Generator Loss: 0.2808 STARTING epoch: 24 , steps: 3780 ........ Epoch 25/25...progress:0.00%....step:0/3780... Discriminator Loss: 1.7298... Generator Loss: 0.3750
Epoch 25/25...progress:0.26%....step:10/3780... Discriminator Loss: 1.5363... Generator Loss: 0.4686 Epoch 25/25...progress:0.53%....step:20/3780... Discriminator Loss: 1.8925... Generator Loss: 0.3584 Epoch 25/25...progress:0.79%....step:30/3780... Discriminator Loss: 1.6055... Generator Loss: 0.4871 Epoch 25/25...progress:1.06%....step:40/3780... Discriminator Loss: 3.0077... Generator Loss: 0.1043 Epoch 25/25...progress:1.32%....step:50/3780... Discriminator Loss: 2.1492... Generator Loss: 0.2054 Epoch 25/25...progress:1.59%....step:60/3780... Discriminator Loss: 1.8599... Generator Loss: 0.3042 Epoch 25/25...progress:1.85%....step:70/3780... Discriminator Loss: 1.5692... Generator Loss: 0.4660 Epoch 25/25...progress:2.12%....step:80/3780... Discriminator Loss: 1.9438... Generator Loss: 0.2795 Epoch 25/25...progress:2.38%....step:90/3780... Discriminator Loss: 1.5424... Generator Loss: 0.4447 Epoch 25/25...progress:2.65%....step:100/3780... Discriminator Loss: 1.8743... Generator Loss: 0.3572 Epoch 25/25...progress:2.91%....step:110/3780... Discriminator Loss: 1.3752... Generator Loss: 0.6601 Epoch 25/25...progress:3.17%....step:120/3780... Discriminator Loss: 2.2518... Generator Loss: 0.2477 Epoch 25/25...progress:3.44%....step:130/3780... Discriminator Loss: 1.2967... Generator Loss: 0.6492 Epoch 25/25...progress:3.70%....step:140/3780... Discriminator Loss: 1.2683... Generator Loss: 0.6926 Epoch 25/25...progress:3.97%....step:150/3780... Discriminator Loss: 1.1366... Generator Loss: 0.9363 Epoch 25/25...progress:4.23%....step:160/3780... Discriminator Loss: 1.3124... Generator Loss: 0.5954 Epoch 25/25...progress:4.50%....step:170/3780... Discriminator Loss: 2.8161... Generator Loss: 0.1367 Epoch 25/25...progress:4.76%....step:180/3780... Discriminator Loss: 1.9686... Generator Loss: 0.3175 Epoch 25/25...progress:5.03%....step:190/3780... Discriminator Loss: 0.6853... Generator Loss: 1.5876 Epoch 25/25...progress:5.29%....step:200/3780... Discriminator Loss: 2.0674... Generator Loss: 0.2517
Epoch 25/25...progress:5.56%....step:210/3780... Discriminator Loss: 1.6516... Generator Loss: 0.3851 Epoch 25/25...progress:5.82%....step:220/3780... Discriminator Loss: 1.6879... Generator Loss: 0.3967 Epoch 25/25...progress:6.08%....step:230/3780... Discriminator Loss: 2.2439... Generator Loss: 0.2404 Epoch 25/25...progress:6.35%....step:240/3780... Discriminator Loss: 1.9178... Generator Loss: 0.3024 Epoch 25/25...progress:6.61%....step:250/3780... Discriminator Loss: 1.9145... Generator Loss: 0.3356 Epoch 25/25...progress:6.88%....step:260/3780... Discriminator Loss: 1.1228... Generator Loss: 0.9881 Epoch 25/25...progress:7.14%....step:270/3780... Discriminator Loss: 2.2799... Generator Loss: 0.2008 Epoch 25/25...progress:7.41%....step:280/3780... Discriminator Loss: 1.7878... Generator Loss: 0.3386 Epoch 25/25...progress:7.67%....step:290/3780... Discriminator Loss: 1.3168... Generator Loss: 0.6200 Epoch 25/25...progress:7.94%....step:300/3780... Discriminator Loss: 2.1594... Generator Loss: 0.2338 Epoch 25/25...progress:8.20%....step:310/3780... Discriminator Loss: 1.1378... Generator Loss: 1.6190 Epoch 25/25...progress:8.47%....step:320/3780... Discriminator Loss: 1.8708... Generator Loss: 0.2958 Epoch 25/25...progress:8.73%....step:330/3780... Discriminator Loss: 1.7557... Generator Loss: 0.3762 Epoch 25/25...progress:8.99%....step:340/3780... Discriminator Loss: 1.6554... Generator Loss: 0.4602 Epoch 25/25...progress:9.26%....step:350/3780... Discriminator Loss: 1.3265... Generator Loss: 1.4106 Epoch 25/25...progress:9.52%....step:360/3780... Discriminator Loss: 1.7577... Generator Loss: 0.3628 Epoch 25/25...progress:9.79%....step:370/3780... Discriminator Loss: 2.1679... Generator Loss: 0.2455 Epoch 25/25...progress:10.05%....step:380/3780... Discriminator Loss: 1.0592... Generator Loss: 0.9999 Epoch 25/25...progress:10.32%....step:390/3780... Discriminator Loss: 2.7382... Generator Loss: 0.1234 Epoch 25/25...progress:10.58%....step:400/3780... Discriminator Loss: 1.5876... Generator Loss: 0.4206
Epoch 25/25...progress:10.85%....step:410/3780... Discriminator Loss: 1.9597... Generator Loss: 0.3481 Epoch 25/25...progress:11.11%....step:420/3780... Discriminator Loss: 1.2016... Generator Loss: 1.3055 Epoch 25/25...progress:11.38%....step:430/3780... Discriminator Loss: 2.4023... Generator Loss: 0.2006 Epoch 25/25...progress:11.64%....step:440/3780... Discriminator Loss: 1.6507... Generator Loss: 0.3796 Epoch 25/25...progress:11.90%....step:450/3780... Discriminator Loss: 1.7931... Generator Loss: 0.3224 Epoch 25/25...progress:12.17%....step:460/3780... Discriminator Loss: 1.1794... Generator Loss: 0.8464 Epoch 25/25...progress:12.43%....step:470/3780... Discriminator Loss: 1.0265... Generator Loss: 0.8835 Epoch 25/25...progress:12.70%....step:480/3780... Discriminator Loss: 1.0739... Generator Loss: 0.9255 Epoch 25/25...progress:12.96%....step:490/3780... Discriminator Loss: 2.6541... Generator Loss: 0.1365 Epoch 25/25...progress:13.23%....step:500/3780... Discriminator Loss: 1.5572... Generator Loss: 0.4631 Epoch 25/25...progress:13.49%....step:510/3780... Discriminator Loss: 1.4715... Generator Loss: 0.4452 Epoch 25/25...progress:13.76%....step:520/3780... Discriminator Loss: 1.9174... Generator Loss: 0.2866 Epoch 25/25...progress:14.02%....step:530/3780... Discriminator Loss: 1.3641... Generator Loss: 0.5931 Epoch 25/25...progress:14.29%....step:540/3780... Discriminator Loss: 1.5085... Generator Loss: 0.5097 Epoch 25/25...progress:14.55%....step:550/3780... Discriminator Loss: 1.2092... Generator Loss: 2.0077 Epoch 25/25...progress:14.81%....step:560/3780... Discriminator Loss: 1.1929... Generator Loss: 0.7835 Epoch 25/25...progress:15.08%....step:570/3780... Discriminator Loss: 1.2425... Generator Loss: 0.7145 Epoch 25/25...progress:15.34%....step:580/3780... Discriminator Loss: 1.4289... Generator Loss: 0.5700 Epoch 25/25...progress:15.61%....step:590/3780... Discriminator Loss: 1.6806... Generator Loss: 1.0025 Epoch 25/25...progress:15.87%....step:600/3780... Discriminator Loss: 1.2085... Generator Loss: 0.8955
Epoch 25/25...progress:16.14%....step:610/3780... Discriminator Loss: 1.4014... Generator Loss: 0.7441 Epoch 25/25...progress:16.40%....step:620/3780... Discriminator Loss: 1.7951... Generator Loss: 0.3776 Epoch 25/25...progress:16.67%....step:630/3780... Discriminator Loss: 1.4154... Generator Loss: 0.5260 Epoch 25/25...progress:16.93%....step:640/3780... Discriminator Loss: 1.2559... Generator Loss: 0.6150 Epoch 25/25...progress:17.20%....step:650/3780... Discriminator Loss: 2.0730... Generator Loss: 0.3109 Epoch 25/25...progress:17.46%....step:660/3780... Discriminator Loss: 1.6321... Generator Loss: 0.4321 Epoch 25/25...progress:17.72%....step:670/3780... Discriminator Loss: 1.4337... Generator Loss: 0.5352 Epoch 25/25...progress:17.99%....step:680/3780... Discriminator Loss: 2.3523... Generator Loss: 0.1985 Epoch 25/25...progress:18.25%....step:690/3780... Discriminator Loss: 1.3628... Generator Loss: 0.7202 Epoch 25/25...progress:18.52%....step:700/3780... Discriminator Loss: 1.5221... Generator Loss: 0.5012 Epoch 25/25...progress:18.78%....step:710/3780... Discriminator Loss: 2.3177... Generator Loss: 0.1901 Epoch 25/25...progress:19.05%....step:720/3780... Discriminator Loss: 1.6620... Generator Loss: 0.4058 Epoch 25/25...progress:19.31%....step:730/3780... Discriminator Loss: 1.1345... Generator Loss: 0.8184 Epoch 25/25...progress:19.58%....step:740/3780... Discriminator Loss: 1.7576... Generator Loss: 0.3701 Epoch 25/25...progress:19.84%....step:750/3780... Discriminator Loss: 2.1826... Generator Loss: 0.2078 Epoch 25/25...progress:20.11%....step:760/3780... Discriminator Loss: 1.5569... Generator Loss: 0.5121 Epoch 25/25...progress:20.37%....step:770/3780... Discriminator Loss: 1.8701... Generator Loss: 0.2861 Epoch 25/25...progress:20.63%....step:780/3780... Discriminator Loss: 1.5149... Generator Loss: 0.5274 Epoch 25/25...progress:20.90%....step:790/3780... Discriminator Loss: 1.6737... Generator Loss: 0.4089 Epoch 25/25...progress:21.16%....step:800/3780... Discriminator Loss: 2.1728... Generator Loss: 0.2601
Epoch 25/25...progress:21.43%....step:810/3780... Discriminator Loss: 1.3914... Generator Loss: 0.8669 Epoch 25/25...progress:21.69%....step:820/3780... Discriminator Loss: 1.8384... Generator Loss: 0.3294 Epoch 25/25...progress:21.96%....step:830/3780... Discriminator Loss: 0.8858... Generator Loss: 1.2336 Epoch 25/25...progress:22.22%....step:840/3780... Discriminator Loss: 1.6775... Generator Loss: 0.4121 Epoch 25/25...progress:22.49%....step:850/3780... Discriminator Loss: 1.1903... Generator Loss: 0.6715 Epoch 25/25...progress:22.75%....step:860/3780... Discriminator Loss: 1.9292... Generator Loss: 0.3121 Epoch 25/25...progress:23.02%....step:870/3780... Discriminator Loss: 1.0373... Generator Loss: 0.9187 Epoch 25/25...progress:23.28%....step:880/3780... Discriminator Loss: 1.6973... Generator Loss: 0.3904 Epoch 25/25...progress:23.54%....step:890/3780... Discriminator Loss: 1.8755... Generator Loss: 0.3510 Epoch 25/25...progress:23.81%....step:900/3780... Discriminator Loss: 1.3857... Generator Loss: 0.6074 Epoch 25/25...progress:24.07%....step:910/3780... Discriminator Loss: 1.6298... Generator Loss: 0.4643 Epoch 25/25...progress:24.34%....step:920/3780... Discriminator Loss: 0.8326... Generator Loss: 1.3936 Epoch 25/25...progress:24.60%....step:930/3780... Discriminator Loss: 1.7028... Generator Loss: 0.3907 Epoch 25/25...progress:24.87%....step:940/3780... Discriminator Loss: 1.7665... Generator Loss: 0.3669 Epoch 25/25...progress:25.13%....step:950/3780... Discriminator Loss: 2.1878... Generator Loss: 0.2506 Epoch 25/25...progress:25.40%....step:960/3780... Discriminator Loss: 1.9100... Generator Loss: 0.2797 Epoch 25/25...progress:25.66%....step:970/3780... Discriminator Loss: 1.5943... Generator Loss: 0.4185 Epoch 25/25...progress:25.93%....step:980/3780... Discriminator Loss: 2.1270... Generator Loss: 0.2642 Epoch 25/25...progress:26.19%....step:990/3780... Discriminator Loss: 1.9598... Generator Loss: 0.3481 Epoch 25/25...progress:26.46%....step:1000/3780... Discriminator Loss: 2.8909... Generator Loss: 0.1127
Epoch 25/25...progress:26.72%....step:1010/3780... Discriminator Loss: 1.8943... Generator Loss: 0.2826 Epoch 25/25...progress:26.98%....step:1020/3780... Discriminator Loss: 2.1668... Generator Loss: 0.2233 Epoch 25/25...progress:27.25%....step:1030/3780... Discriminator Loss: 1.2051... Generator Loss: 0.7240 Epoch 25/25...progress:27.51%....step:1040/3780... Discriminator Loss: 1.4061... Generator Loss: 0.6747 Epoch 25/25...progress:27.78%....step:1050/3780... Discriminator Loss: 1.4094... Generator Loss: 0.5296 Epoch 25/25...progress:28.04%....step:1060/3780... Discriminator Loss: 0.8679... Generator Loss: 1.1057 Epoch 25/25...progress:28.31%....step:1070/3780... Discriminator Loss: 1.1330... Generator Loss: 0.8388 Epoch 25/25...progress:28.57%....step:1080/3780... Discriminator Loss: 1.0018... Generator Loss: 1.2420 Epoch 25/25...progress:28.84%....step:1090/3780... Discriminator Loss: 1.3588... Generator Loss: 0.6663 Epoch 25/25...progress:29.10%....step:1100/3780... Discriminator Loss: 1.5683... Generator Loss: 0.6949 Epoch 25/25...progress:29.37%....step:1110/3780... Discriminator Loss: 1.3245... Generator Loss: 0.6019 Epoch 25/25...progress:29.63%....step:1120/3780... Discriminator Loss: 1.6563... Generator Loss: 0.4039 Epoch 25/25...progress:29.89%....step:1130/3780... Discriminator Loss: 2.6421... Generator Loss: 0.1423 Epoch 25/25...progress:30.16%....step:1140/3780... Discriminator Loss: 1.1931... Generator Loss: 0.8923 Epoch 25/25...progress:30.42%....step:1150/3780... Discriminator Loss: 1.2357... Generator Loss: 1.4952 Epoch 25/25...progress:30.69%....step:1160/3780... Discriminator Loss: 1.5542... Generator Loss: 0.4494 Epoch 25/25...progress:30.95%....step:1170/3780... Discriminator Loss: 1.9998... Generator Loss: 0.2778 Epoch 25/25...progress:31.22%....step:1180/3780... Discriminator Loss: 1.1174... Generator Loss: 0.8357 Epoch 25/25...progress:31.48%....step:1190/3780... Discriminator Loss: 1.5922... Generator Loss: 0.4199 Epoch 25/25...progress:31.75%....step:1200/3780... Discriminator Loss: 2.8405... Generator Loss: 0.1400
Epoch 25/25...progress:32.01%....step:1210/3780... Discriminator Loss: 1.3206... Generator Loss: 0.6965 Epoch 25/25...progress:32.28%....step:1220/3780... Discriminator Loss: 1.5061... Generator Loss: 0.5240 Epoch 25/25...progress:32.54%....step:1230/3780... Discriminator Loss: 1.6300... Generator Loss: 0.4642 Epoch 25/25...progress:32.80%....step:1240/3780... Discriminator Loss: 2.0043... Generator Loss: 0.2699 Epoch 25/25...progress:33.07%....step:1250/3780... Discriminator Loss: 1.9691... Generator Loss: 0.2822 Epoch 25/25...progress:33.33%....step:1260/3780... Discriminator Loss: 1.5242... Generator Loss: 0.5151 Epoch 25/25...progress:33.60%....step:1270/3780... Discriminator Loss: 1.0863... Generator Loss: 0.8069 Epoch 25/25...progress:33.86%....step:1280/3780... Discriminator Loss: 1.3819... Generator Loss: 0.6667 Epoch 25/25...progress:34.13%....step:1290/3780... Discriminator Loss: 1.3732... Generator Loss: 0.7362 Epoch 25/25...progress:34.39%....step:1300/3780... Discriminator Loss: 1.4847... Generator Loss: 0.7693 Epoch 25/25...progress:34.66%....step:1310/3780... Discriminator Loss: 1.2596... Generator Loss: 0.6739 Epoch 25/25...progress:34.92%....step:1320/3780... Discriminator Loss: 1.1714... Generator Loss: 0.7428 Epoch 25/25...progress:35.19%....step:1330/3780... Discriminator Loss: 1.6852... Generator Loss: 0.3620 Epoch 25/25...progress:35.45%....step:1340/3780... Discriminator Loss: 1.1683... Generator Loss: 0.7221 Epoch 25/25...progress:35.71%....step:1350/3780... Discriminator Loss: 1.6174... Generator Loss: 0.4350 Epoch 25/25...progress:35.98%....step:1360/3780... Discriminator Loss: 2.0853... Generator Loss: 0.2640 Epoch 25/25...progress:36.24%....step:1370/3780... Discriminator Loss: 1.3922... Generator Loss: 0.4967 Epoch 25/25...progress:36.51%....step:1380/3780... Discriminator Loss: 1.4803... Generator Loss: 0.5517 Epoch 25/25...progress:36.77%....step:1390/3780... Discriminator Loss: 1.2941... Generator Loss: 1.2420 Epoch 25/25...progress:37.04%....step:1400/3780... Discriminator Loss: 1.2534... Generator Loss: 0.6913
Epoch 25/25...progress:37.30%....step:1410/3780... Discriminator Loss: 1.4282... Generator Loss: 0.5673 Epoch 25/25...progress:37.57%....step:1420/3780... Discriminator Loss: 1.0571... Generator Loss: 1.0047 Epoch 25/25...progress:37.83%....step:1430/3780... Discriminator Loss: 1.4938... Generator Loss: 0.5003 Epoch 25/25...progress:38.10%....step:1440/3780... Discriminator Loss: 2.1023... Generator Loss: 0.3216 Epoch 25/25...progress:38.36%....step:1450/3780... Discriminator Loss: 1.1003... Generator Loss: 0.8760 Epoch 25/25...progress:38.62%....step:1460/3780... Discriminator Loss: 2.2192... Generator Loss: 0.2092 Epoch 25/25...progress:38.89%....step:1470/3780... Discriminator Loss: 1.2596... Generator Loss: 0.6238 Epoch 25/25...progress:39.15%....step:1480/3780... Discriminator Loss: 1.6344... Generator Loss: 0.4329 Epoch 25/25...progress:39.42%....step:1490/3780... Discriminator Loss: 1.4302... Generator Loss: 0.5194 Epoch 25/25...progress:39.68%....step:1500/3780... Discriminator Loss: 1.8019... Generator Loss: 0.3737 Epoch 25/25...progress:39.95%....step:1510/3780... Discriminator Loss: 1.2960... Generator Loss: 0.6542 Epoch 25/25...progress:40.21%....step:1520/3780... Discriminator Loss: 1.0723... Generator Loss: 1.2692 Epoch 25/25...progress:40.48%....step:1530/3780... Discriminator Loss: 1.2344... Generator Loss: 0.7072 Epoch 25/25...progress:40.74%....step:1540/3780... Discriminator Loss: 1.1439... Generator Loss: 0.7876 Epoch 25/25...progress:41.01%....step:1550/3780... Discriminator Loss: 1.3246... Generator Loss: 0.5986 Epoch 25/25...progress:41.27%....step:1560/3780... Discriminator Loss: 2.0202... Generator Loss: 0.2565 Epoch 25/25...progress:41.53%....step:1570/3780... Discriminator Loss: 2.7985... Generator Loss: 0.1204 Epoch 25/25...progress:41.80%....step:1580/3780... Discriminator Loss: 1.9608... Generator Loss: 0.3155 Epoch 25/25...progress:42.06%....step:1590/3780... Discriminator Loss: 1.2706... Generator Loss: 0.6420 Epoch 25/25...progress:42.33%....step:1600/3780... Discriminator Loss: 1.2166... Generator Loss: 0.7186
Epoch 25/25...progress:42.59%....step:1610/3780... Discriminator Loss: 1.1329... Generator Loss: 0.7565 Epoch 25/25...progress:42.86%....step:1620/3780... Discriminator Loss: 1.2991... Generator Loss: 0.6205 Epoch 25/25...progress:43.12%....step:1630/3780... Discriminator Loss: 0.9954... Generator Loss: 0.9928 Epoch 25/25...progress:43.39%....step:1640/3780... Discriminator Loss: 1.0464... Generator Loss: 0.9511 Epoch 25/25...progress:43.65%....step:1650/3780... Discriminator Loss: 2.0827... Generator Loss: 0.2896 Epoch 25/25...progress:43.92%....step:1660/3780... Discriminator Loss: 1.5380... Generator Loss: 0.4857 Epoch 25/25...progress:44.18%....step:1670/3780... Discriminator Loss: 0.8956... Generator Loss: 1.0735 Epoch 25/25...progress:44.44%....step:1680/3780... Discriminator Loss: 1.5991... Generator Loss: 0.4411 Epoch 25/25...progress:44.71%....step:1690/3780... Discriminator Loss: 2.4779... Generator Loss: 0.1687 Epoch 25/25...progress:44.97%....step:1700/3780... Discriminator Loss: 1.5891... Generator Loss: 0.4370 Epoch 25/25...progress:45.24%....step:1710/3780... Discriminator Loss: 2.4539... Generator Loss: 0.1794 Epoch 25/25...progress:45.50%....step:1720/3780... Discriminator Loss: 3.4728... Generator Loss: 0.0673 Epoch 25/25...progress:45.77%....step:1730/3780... Discriminator Loss: 1.9024... Generator Loss: 0.3361 Epoch 25/25...progress:46.03%....step:1740/3780... Discriminator Loss: 1.0057... Generator Loss: 1.1363 Epoch 25/25...progress:46.30%....step:1750/3780... Discriminator Loss: 1.1253... Generator Loss: 0.8090 Epoch 25/25...progress:46.56%....step:1760/3780... Discriminator Loss: 1.9076... Generator Loss: 0.3157 Epoch 25/25...progress:46.83%....step:1770/3780... Discriminator Loss: 1.9446... Generator Loss: 0.2808 Epoch 25/25...progress:47.09%....step:1780/3780... Discriminator Loss: 1.1101... Generator Loss: 0.9142 Epoch 25/25...progress:47.35%....step:1790/3780... Discriminator Loss: 1.2297... Generator Loss: 1.1400 Epoch 25/25...progress:47.62%....step:1800/3780... Discriminator Loss: 3.1833... Generator Loss: 0.0799
Epoch 25/25...progress:47.88%....step:1810/3780... Discriminator Loss: 2.6396... Generator Loss: 0.1578 Epoch 25/25...progress:48.15%....step:1820/3780... Discriminator Loss: 2.5384... Generator Loss: 0.1549 Epoch 25/25...progress:48.41%....step:1830/3780... Discriminator Loss: 2.3577... Generator Loss: 0.2048 Epoch 25/25...progress:48.68%....step:1840/3780... Discriminator Loss: 1.8071... Generator Loss: 0.3522 Epoch 25/25...progress:48.94%....step:1850/3780... Discriminator Loss: 1.0365... Generator Loss: 1.0068 Epoch 25/25...progress:49.21%....step:1860/3780... Discriminator Loss: 2.3126... Generator Loss: 0.2047 Epoch 25/25...progress:49.47%....step:1870/3780... Discriminator Loss: 1.3072... Generator Loss: 0.6510 Epoch 25/25...progress:49.74%....step:1880/3780... Discriminator Loss: 1.8716... Generator Loss: 0.3317 Epoch 25/25...progress:50.00%....step:1890/3780... Discriminator Loss: 1.7642... Generator Loss: 0.3352 Epoch 25/25...progress:50.26%....step:1900/3780... Discriminator Loss: 1.7525... Generator Loss: 0.4213 Epoch 25/25...progress:50.53%....step:1910/3780... Discriminator Loss: 1.2118... Generator Loss: 0.7592 Epoch 25/25...progress:50.79%....step:1920/3780... Discriminator Loss: 1.5435... Generator Loss: 0.4472 Epoch 25/25...progress:51.06%....step:1930/3780... Discriminator Loss: 1.2925... Generator Loss: 0.7070 Epoch 25/25...progress:51.32%....step:1940/3780... Discriminator Loss: 2.1237... Generator Loss: 0.2812 Epoch 25/25...progress:51.59%....step:1950/3780... Discriminator Loss: 2.3671... Generator Loss: 0.1995 Epoch 25/25...progress:51.85%....step:1960/3780... Discriminator Loss: 2.8083... Generator Loss: 0.1249 Epoch 25/25...progress:52.12%....step:1970/3780... Discriminator Loss: 1.2908... Generator Loss: 0.6212 Epoch 25/25...progress:52.38%....step:1980/3780... Discriminator Loss: 1.7860... Generator Loss: 0.3381 Epoch 25/25...progress:52.65%....step:1990/3780... Discriminator Loss: 2.1524... Generator Loss: 0.2390 Epoch 25/25...progress:52.91%....step:2000/3780... Discriminator Loss: 1.8345... Generator Loss: 0.3255
Epoch 25/25...progress:53.17%....step:2010/3780... Discriminator Loss: 1.5134... Generator Loss: 0.5155 Epoch 25/25...progress:53.44%....step:2020/3780... Discriminator Loss: 1.5556... Generator Loss: 0.4638 Epoch 25/25...progress:53.70%....step:2030/3780... Discriminator Loss: 1.4465... Generator Loss: 0.9605 Epoch 25/25...progress:53.97%....step:2040/3780... Discriminator Loss: 1.4055... Generator Loss: 0.6011 Epoch 25/25...progress:54.23%....step:2050/3780... Discriminator Loss: 1.5108... Generator Loss: 0.4676 Epoch 25/25...progress:54.50%....step:2060/3780... Discriminator Loss: 1.2294... Generator Loss: 0.7654 Epoch 25/25...progress:54.76%....step:2070/3780... Discriminator Loss: 1.1605... Generator Loss: 0.8175 Epoch 25/25...progress:55.03%....step:2080/3780... Discriminator Loss: 1.2686... Generator Loss: 0.6650 Epoch 25/25...progress:55.29%....step:2090/3780... Discriminator Loss: 1.4322... Generator Loss: 0.5163 Epoch 25/25...progress:55.56%....step:2100/3780... Discriminator Loss: 1.6208... Generator Loss: 0.5641 Epoch 25/25...progress:55.82%....step:2110/3780... Discriminator Loss: 1.8647... Generator Loss: 0.3145 Epoch 25/25...progress:56.08%....step:2120/3780... Discriminator Loss: 1.3236... Generator Loss: 0.6287 Epoch 25/25...progress:56.35%....step:2130/3780... Discriminator Loss: 1.5860... Generator Loss: 0.4726 Epoch 25/25...progress:56.61%....step:2140/3780... Discriminator Loss: 1.7303... Generator Loss: 0.3888 Epoch 25/25...progress:56.88%....step:2150/3780... Discriminator Loss: 2.2931... Generator Loss: 0.2205 Epoch 25/25...progress:57.14%....step:2160/3780... Discriminator Loss: 2.3152... Generator Loss: 0.1918 Epoch 25/25...progress:57.41%....step:2170/3780... Discriminator Loss: 1.1877... Generator Loss: 0.7914 Epoch 25/25...progress:57.67%....step:2180/3780... Discriminator Loss: 1.3364... Generator Loss: 0.6518 Epoch 25/25...progress:57.94%....step:2190/3780... Discriminator Loss: 1.2004... Generator Loss: 1.0761 Epoch 25/25...progress:58.20%....step:2200/3780... Discriminator Loss: 1.7322... Generator Loss: 0.3901
Epoch 25/25...progress:58.47%....step:2210/3780... Discriminator Loss: 2.2450... Generator Loss: 0.2021 Epoch 25/25...progress:58.73%....step:2220/3780... Discriminator Loss: 1.5118... Generator Loss: 0.4584 Epoch 25/25...progress:58.99%....step:2230/3780... Discriminator Loss: 1.5591... Generator Loss: 0.5350 Epoch 25/25...progress:59.26%....step:2240/3780... Discriminator Loss: 2.0679... Generator Loss: 0.2662 Epoch 25/25...progress:59.52%....step:2250/3780... Discriminator Loss: 2.2591... Generator Loss: 0.2266 Epoch 25/25...progress:59.79%....step:2260/3780... Discriminator Loss: 1.3168... Generator Loss: 1.0322 Epoch 25/25...progress:60.05%....step:2270/3780... Discriminator Loss: 1.9633... Generator Loss: 0.2968 Epoch 25/25...progress:60.32%....step:2280/3780... Discriminator Loss: 1.0300... Generator Loss: 1.0723 Epoch 25/25...progress:60.58%....step:2290/3780... Discriminator Loss: 1.0340... Generator Loss: 1.1134 Epoch 25/25...progress:60.85%....step:2300/3780... Discriminator Loss: 1.2776... Generator Loss: 0.6537 Epoch 25/25...progress:61.11%....step:2310/3780... Discriminator Loss: 1.0968... Generator Loss: 1.1870 Epoch 25/25...progress:61.38%....step:2320/3780... Discriminator Loss: 1.3447... Generator Loss: 0.5809 Epoch 25/25...progress:61.64%....step:2330/3780... Discriminator Loss: 1.6253... Generator Loss: 0.4880 Epoch 25/25...progress:61.90%....step:2340/3780... Discriminator Loss: 1.5336... Generator Loss: 0.5368 Epoch 25/25...progress:62.17%....step:2350/3780... Discriminator Loss: 1.8219... Generator Loss: 0.3305 Epoch 25/25...progress:62.43%....step:2360/3780... Discriminator Loss: 1.2834... Generator Loss: 1.4637 Epoch 25/25...progress:62.70%....step:2370/3780... Discriminator Loss: 2.3659... Generator Loss: 0.1931 Epoch 25/25...progress:62.96%....step:2380/3780... Discriminator Loss: 1.0421... Generator Loss: 1.4164 Epoch 25/25...progress:63.23%....step:2390/3780... Discriminator Loss: 1.4960... Generator Loss: 0.4478 Epoch 25/25...progress:63.49%....step:2400/3780... Discriminator Loss: 1.2288... Generator Loss: 0.8997
Epoch 25/25...progress:63.76%....step:2410/3780... Discriminator Loss: 2.1993... Generator Loss: 0.2995 Epoch 25/25...progress:64.02%....step:2420/3780... Discriminator Loss: 1.8215... Generator Loss: 0.3869 Epoch 25/25...progress:64.29%....step:2430/3780... Discriminator Loss: 1.2463... Generator Loss: 1.0011 Epoch 25/25...progress:64.55%....step:2440/3780... Discriminator Loss: 1.1516... Generator Loss: 1.0129 Epoch 25/25...progress:64.81%....step:2450/3780... Discriminator Loss: 1.3501... Generator Loss: 0.5904 Epoch 25/25...progress:65.08%....step:2460/3780... Discriminator Loss: 1.4478... Generator Loss: 0.5273 Epoch 25/25...progress:65.34%....step:2470/3780... Discriminator Loss: 2.1220... Generator Loss: 0.2111 Epoch 25/25...progress:65.61%....step:2480/3780... Discriminator Loss: 1.4115... Generator Loss: 0.4815 Epoch 25/25...progress:65.87%....step:2490/3780... Discriminator Loss: 0.8201... Generator Loss: 1.2042 Epoch 25/25...progress:66.14%....step:2500/3780... Discriminator Loss: 1.2194... Generator Loss: 0.6397 Epoch 25/25...progress:66.40%....step:2510/3780... Discriminator Loss: 1.8841... Generator Loss: 0.3718 Epoch 25/25...progress:66.67%....step:2520/3780... Discriminator Loss: 1.9707... Generator Loss: 0.2692 Epoch 25/25...progress:66.93%....step:2530/3780... Discriminator Loss: 2.0108... Generator Loss: 0.2750 Epoch 25/25...progress:67.20%....step:2540/3780... Discriminator Loss: 1.1246... Generator Loss: 0.9299 Epoch 25/25...progress:67.46%....step:2550/3780... Discriminator Loss: 2.0872... Generator Loss: 0.2527 Epoch 25/25...progress:67.72%....step:2560/3780... Discriminator Loss: 1.4973... Generator Loss: 0.5066 Epoch 25/25...progress:67.99%....step:2570/3780... Discriminator Loss: 1.3610... Generator Loss: 0.5203 Epoch 25/25...progress:68.25%....step:2580/3780... Discriminator Loss: 2.0841... Generator Loss: 0.3250 Epoch 25/25...progress:68.52%....step:2590/3780... Discriminator Loss: 1.0688... Generator Loss: 1.3377 Epoch 25/25...progress:68.78%....step:2600/3780... Discriminator Loss: 1.3443... Generator Loss: 0.5999
Epoch 25/25...progress:69.05%....step:2610/3780... Discriminator Loss: 1.7319... Generator Loss: 0.3713 Epoch 25/25...progress:69.31%....step:2620/3780... Discriminator Loss: 1.6440... Generator Loss: 0.4054 Epoch 25/25...progress:69.58%....step:2630/3780... Discriminator Loss: 2.3421... Generator Loss: 0.2060 Epoch 25/25...progress:69.84%....step:2640/3780... Discriminator Loss: 1.4712... Generator Loss: 0.5151 Epoch 25/25...progress:70.11%....step:2650/3780... Discriminator Loss: 2.1518... Generator Loss: 0.2274 Epoch 25/25...progress:70.37%....step:2660/3780... Discriminator Loss: 2.3170... Generator Loss: 0.2111 Epoch 25/25...progress:70.63%....step:2670/3780... Discriminator Loss: 1.5451... Generator Loss: 0.5625 Epoch 25/25...progress:70.90%....step:2680/3780... Discriminator Loss: 1.7327... Generator Loss: 0.3363 Epoch 25/25...progress:71.16%....step:2690/3780... Discriminator Loss: 1.1733... Generator Loss: 0.7217 Epoch 25/25...progress:71.43%....step:2700/3780... Discriminator Loss: 2.5597... Generator Loss: 0.1775 Epoch 25/25...progress:71.69%....step:2710/3780... Discriminator Loss: 1.2623... Generator Loss: 0.6561 Epoch 25/25...progress:71.96%....step:2720/3780... Discriminator Loss: 2.2143... Generator Loss: 0.2393 Epoch 25/25...progress:72.22%....step:2730/3780... Discriminator Loss: 1.2210... Generator Loss: 1.5777 Epoch 25/25...progress:72.49%....step:2740/3780... Discriminator Loss: 1.3512... Generator Loss: 0.6150 Epoch 25/25...progress:72.75%....step:2750/3780... Discriminator Loss: 2.4762... Generator Loss: 0.2089 Epoch 25/25...progress:73.02%....step:2760/3780... Discriminator Loss: 2.4795... Generator Loss: 0.1509 Epoch 25/25...progress:73.28%....step:2770/3780... Discriminator Loss: 1.2347... Generator Loss: 0.9911 Epoch 25/25...progress:73.54%....step:2780/3780... Discriminator Loss: 1.5232... Generator Loss: 0.5058 Epoch 25/25...progress:73.81%....step:2790/3780... Discriminator Loss: 1.6004... Generator Loss: 0.4370 Epoch 25/25...progress:74.07%....step:2800/3780... Discriminator Loss: 1.0249... Generator Loss: 0.9239
Epoch 25/25...progress:74.34%....step:2810/3780... Discriminator Loss: 1.9066... Generator Loss: 0.2818 Epoch 25/25...progress:74.60%....step:2820/3780... Discriminator Loss: 1.4594... Generator Loss: 0.5342 Epoch 25/25...progress:74.87%....step:2830/3780... Discriminator Loss: 1.0434... Generator Loss: 0.9510 Epoch 25/25...progress:75.13%....step:2840/3780... Discriminator Loss: 1.5269... Generator Loss: 0.4721 Epoch 25/25...progress:75.40%....step:2850/3780... Discriminator Loss: 2.0236... Generator Loss: 0.2779 Epoch 25/25...progress:75.66%....step:2860/3780... Discriminator Loss: 1.5216... Generator Loss: 0.4632 Epoch 25/25...progress:75.93%....step:2870/3780... Discriminator Loss: 1.7506... Generator Loss: 0.3420 Epoch 25/25...progress:76.19%....step:2880/3780... Discriminator Loss: 1.7915... Generator Loss: 0.3602 Epoch 25/25...progress:76.46%....step:2890/3780... Discriminator Loss: 0.9917... Generator Loss: 1.2679 Epoch 25/25...progress:76.72%....step:2900/3780... Discriminator Loss: 1.4006... Generator Loss: 0.5995 Epoch 25/25...progress:76.98%....step:2910/3780... Discriminator Loss: 1.5984... Generator Loss: 0.7309 Epoch 25/25...progress:77.25%....step:2920/3780... Discriminator Loss: 1.2794... Generator Loss: 0.7318 Epoch 25/25...progress:77.51%....step:2930/3780... Discriminator Loss: 1.4751... Generator Loss: 0.5407 Epoch 25/25...progress:77.78%....step:2940/3780... Discriminator Loss: 1.4671... Generator Loss: 0.5222 Epoch 25/25...progress:78.04%....step:2950/3780... Discriminator Loss: 1.8784... Generator Loss: 0.3034 Epoch 25/25...progress:78.31%....step:2960/3780... Discriminator Loss: 1.5097... Generator Loss: 0.5187 Epoch 25/25...progress:78.57%....step:2970/3780... Discriminator Loss: 1.9976... Generator Loss: 0.2880 Epoch 25/25...progress:78.84%....step:2980/3780... Discriminator Loss: 1.5799... Generator Loss: 0.4587 Epoch 25/25...progress:79.10%....step:2990/3780... Discriminator Loss: 1.7266... Generator Loss: 0.4145 Epoch 25/25...progress:79.37%....step:3000/3780... Discriminator Loss: 1.0657... Generator Loss: 1.4055
Epoch 25/25...progress:79.63%....step:3010/3780... Discriminator Loss: 1.4324... Generator Loss: 0.5850 Epoch 25/25...progress:79.89%....step:3020/3780... Discriminator Loss: 1.5953... Generator Loss: 0.5641 Epoch 25/25...progress:80.16%....step:3030/3780... Discriminator Loss: 1.8318... Generator Loss: 0.3261 Epoch 25/25...progress:80.42%....step:3040/3780... Discriminator Loss: 1.6510... Generator Loss: 0.4117 Epoch 25/25...progress:80.69%....step:3050/3780... Discriminator Loss: 1.8175... Generator Loss: 0.2926 Epoch 25/25...progress:80.95%....step:3060/3780... Discriminator Loss: 2.1172... Generator Loss: 0.2791 Epoch 25/25...progress:81.22%....step:3070/3780... Discriminator Loss: 1.1796... Generator Loss: 0.8110 Epoch 25/25...progress:81.48%....step:3080/3780... Discriminator Loss: 1.5436... Generator Loss: 0.4595 Epoch 25/25...progress:81.75%....step:3090/3780... Discriminator Loss: 1.8985... Generator Loss: 0.2975 Epoch 25/25...progress:82.01%....step:3100/3780... Discriminator Loss: 1.4602... Generator Loss: 0.5320 Epoch 25/25...progress:82.28%....step:3110/3780... Discriminator Loss: 1.2079... Generator Loss: 1.0490 Epoch 25/25...progress:82.54%....step:3120/3780... Discriminator Loss: 1.3158... Generator Loss: 0.5950 Epoch 25/25...progress:82.80%....step:3130/3780... Discriminator Loss: 1.1341... Generator Loss: 0.8210 Epoch 25/25...progress:83.07%....step:3140/3780... Discriminator Loss: 1.9623... Generator Loss: 0.3169 Epoch 25/25...progress:83.33%....step:3150/3780... Discriminator Loss: 0.9976... Generator Loss: 1.0121 Epoch 25/25...progress:83.60%....step:3160/3780... Discriminator Loss: 2.2475... Generator Loss: 0.2640 Epoch 25/25...progress:83.86%....step:3170/3780... Discriminator Loss: 2.4664... Generator Loss: 0.2206 Epoch 25/25...progress:84.13%....step:3180/3780... Discriminator Loss: 2.1047... Generator Loss: 0.2570 Epoch 25/25...progress:84.39%....step:3190/3780... Discriminator Loss: 1.3396... Generator Loss: 0.6321 Epoch 25/25...progress:84.66%....step:3200/3780... Discriminator Loss: 1.0102... Generator Loss: 0.9994
Epoch 25/25...progress:84.92%....step:3210/3780... Discriminator Loss: 2.4731... Generator Loss: 0.1875 Epoch 25/25...progress:85.19%....step:3220/3780... Discriminator Loss: 2.3371... Generator Loss: 0.1896 Epoch 25/25...progress:85.45%....step:3230/3780... Discriminator Loss: 2.8188... Generator Loss: 0.1267 Epoch 25/25...progress:85.71%....step:3240/3780... Discriminator Loss: 1.3711... Generator Loss: 0.6061 Epoch 25/25...progress:85.98%....step:3250/3780... Discriminator Loss: 1.8035... Generator Loss: 0.3665 Epoch 25/25...progress:86.24%....step:3260/3780... Discriminator Loss: 1.4644... Generator Loss: 0.6612 Epoch 25/25...progress:86.51%....step:3270/3780... Discriminator Loss: 1.4822... Generator Loss: 0.5044 Epoch 25/25...progress:86.77%....step:3280/3780... Discriminator Loss: 1.8700... Generator Loss: 0.3007 Epoch 25/25...progress:87.04%....step:3290/3780... Discriminator Loss: 1.2729... Generator Loss: 0.8149 Epoch 25/25...progress:87.30%....step:3300/3780... Discriminator Loss: 1.5228... Generator Loss: 0.5621 Epoch 25/25...progress:87.57%....step:3310/3780... Discriminator Loss: 1.2858... Generator Loss: 0.6030 Epoch 25/25...progress:87.83%....step:3320/3780... Discriminator Loss: 1.9018... Generator Loss: 0.3487 Epoch 25/25...progress:88.10%....step:3330/3780... Discriminator Loss: 1.4523... Generator Loss: 0.5092 Epoch 25/25...progress:88.36%....step:3340/3780... Discriminator Loss: 1.0856... Generator Loss: 0.7930 Epoch 25/25...progress:88.62%....step:3350/3780... Discriminator Loss: 2.8316... Generator Loss: 0.1255 Epoch 25/25...progress:88.89%....step:3360/3780... Discriminator Loss: 1.2357... Generator Loss: 0.6517 Epoch 25/25...progress:89.15%....step:3370/3780... Discriminator Loss: 1.8698... Generator Loss: 0.3332 Epoch 25/25...progress:89.42%....step:3380/3780... Discriminator Loss: 2.0198... Generator Loss: 0.2851 Epoch 25/25...progress:89.68%....step:3390/3780... Discriminator Loss: 1.2347... Generator Loss: 0.6527 Epoch 25/25...progress:89.95%....step:3400/3780... Discriminator Loss: 1.7592... Generator Loss: 0.3890
Epoch 25/25...progress:90.21%....step:3410/3780... Discriminator Loss: 1.3144... Generator Loss: 0.7309 Epoch 25/25...progress:90.48%....step:3420/3780... Discriminator Loss: 1.8321... Generator Loss: 0.3572 Epoch 25/25...progress:90.74%....step:3430/3780... Discriminator Loss: 2.3387... Generator Loss: 0.2530 Epoch 25/25...progress:91.01%....step:3440/3780... Discriminator Loss: 1.6179... Generator Loss: 0.4333 Epoch 25/25...progress:91.27%....step:3450/3780... Discriminator Loss: 1.8437... Generator Loss: 0.3191 Epoch 25/25...progress:91.53%....step:3460/3780... Discriminator Loss: 1.9084... Generator Loss: 0.2938 Epoch 25/25...progress:91.80%....step:3470/3780... Discriminator Loss: 1.8108... Generator Loss: 0.4123 Epoch 25/25...progress:92.06%....step:3480/3780... Discriminator Loss: 1.9755... Generator Loss: 0.3074 Epoch 25/25...progress:92.33%....step:3490/3780... Discriminator Loss: 1.5296... Generator Loss: 0.4800 Epoch 25/25...progress:92.59%....step:3500/3780... Discriminator Loss: 1.3394... Generator Loss: 0.8997 Epoch 25/25...progress:92.86%....step:3510/3780... Discriminator Loss: 1.8821... Generator Loss: 0.3262 Epoch 25/25...progress:93.12%....step:3520/3780... Discriminator Loss: 1.9981... Generator Loss: 0.2839 Epoch 25/25...progress:93.39%....step:3530/3780... Discriminator Loss: 1.2066... Generator Loss: 1.4120 Epoch 25/25...progress:93.65%....step:3540/3780... Discriminator Loss: 0.8858... Generator Loss: 1.1960 Epoch 25/25...progress:93.92%....step:3550/3780... Discriminator Loss: 1.7946... Generator Loss: 0.3341 Epoch 25/25...progress:94.18%....step:3560/3780... Discriminator Loss: 1.7363... Generator Loss: 0.3664 Epoch 25/25...progress:94.44%....step:3570/3780... Discriminator Loss: 1.8712... Generator Loss: 0.3435 Epoch 25/25...progress:94.71%....step:3580/3780... Discriminator Loss: 1.3330... Generator Loss: 0.6205 Epoch 25/25...progress:94.97%....step:3590/3780... Discriminator Loss: 2.3256... Generator Loss: 0.2008 Epoch 25/25...progress:95.24%....step:3600/3780... Discriminator Loss: 2.4113... Generator Loss: 0.1896
Epoch 25/25...progress:95.50%....step:3610/3780... Discriminator Loss: 1.3969... Generator Loss: 0.6592 Epoch 25/25...progress:95.77%....step:3620/3780... Discriminator Loss: 1.8144... Generator Loss: 0.3649 Epoch 25/25...progress:96.03%....step:3630/3780... Discriminator Loss: 1.9273... Generator Loss: 0.2968 Epoch 25/25...progress:96.30%....step:3640/3780... Discriminator Loss: 1.9340... Generator Loss: 0.3170 Epoch 25/25...progress:96.56%....step:3650/3780... Discriminator Loss: 1.0681... Generator Loss: 0.8697 Epoch 25/25...progress:96.83%....step:3660/3780... Discriminator Loss: 2.6305... Generator Loss: 0.1380 Epoch 25/25...progress:97.09%....step:3670/3780... Discriminator Loss: 1.7588... Generator Loss: 0.3425 Epoch 25/25...progress:97.35%....step:3680/3780... Discriminator Loss: 2.0837... Generator Loss: 0.2451 Epoch 25/25...progress:97.62%....step:3690/3780... Discriminator Loss: 2.0131... Generator Loss: 0.2778 Epoch 25/25...progress:97.88%....step:3700/3780... Discriminator Loss: 1.9499... Generator Loss: 0.3177 Epoch 25/25...progress:98.15%....step:3710/3780... Discriminator Loss: 1.8397... Generator Loss: 0.3236 Epoch 25/25...progress:98.41%....step:3720/3780... Discriminator Loss: 2.0243... Generator Loss: 0.2717 Epoch 25/25...progress:98.68%....step:3730/3780... Discriminator Loss: 1.0450... Generator Loss: 1.1689 Epoch 25/25...progress:98.94%....step:3740/3780... Discriminator Loss: 1.0759... Generator Loss: 0.8936 Epoch 25/25...progress:99.21%....step:3750/3780... Discriminator Loss: 0.9715... Generator Loss: 1.1015 Epoch 25/25...progress:99.47%....step:3760/3780... Discriminator Loss: 1.1311... Generator Loss: 0.9844 Epoch 25/25...progress:99.74%....step:3770/3780... Discriminator Loss: 1.6514... Generator Loss: 0.4205
Last train discriminator Loss: 1.6514 Last train generator Loss: 0.4205
When submitting this project, make sure to run all the cells before saving the notebook. Save the notebook file as "dlnd_face_generation.ipynb" and save it as a HTML file under "File" -> "Download as". Include the "helper.py" and "problem_unittests.py" files in your submission.
print("Done!")
Done!